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Wilk SM, Lee K, Gajda AM, Haloul M, Macias V, Wiley EL, Chen Z, Liu X, Wang X, Sverdlov M, Hoskins KF, Emrah E. Multiplex Imaging Reveals Novel Subcellular, Microenvironmental, and Racial Patterns of MRTFA/B Activation in Invasive Breast Cancers and Metastases. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.01.03.573909. [PMID: 38260321 PMCID: PMC10802460 DOI: 10.1101/2024.01.03.573909] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Abstract
Breast cancer progression and metastasis involve the action of multiple transcription factors in tumors and in the cells of the tumor microenvironment (TME) and understanding how these transcription factors are coordinated can guide novel therapeutic strategies. Myocardin related transcription factors A and B (MRTFA/B) are two related transcription factors that redundantly control cancer cell invasion and metastasis in mouse models of breast cancer, but their roles in human cancer are incompletely understood. Here, we used a combination of multiplexed immunofluorescence and bioinformatics analyses to show that MRTFA/B are concurrently activated in tumor cells, but they show distinct patterns of expression across different histological subtypes and in the TME. Importantly, MRTFA expression was elevated in metastatic tumors of African American patients, who disproportionately die from breast cancer. Interestingly, in contrast to publicly available mRNA expression data, MRTFA was similarly expressed across estrogen receptor (ER) positive and negative breast tumors, while MRTFB expression was highest in ER+ breast tumors. Furthermore, MRTFA was specifically expressed in the perivascular antigen presenting cells (APCs) and its expression correlated with the expression of the immune checkpoint protein V-set immunoregulatory receptor (VSIR). These results provide unique insights into how MRTFA and MRTFB can promote metastasis in human cancer, into the racial disparities of their expression patterns, and their function within the complex breast cancer TME.
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Affiliation(s)
- Stephanie M. Wilk
- Department of Physiology and Biophysics, College of Medicine, University of Illinois Chicago, Chicago, IL
| | - Kihak Lee
- Department of Physiology and Biophysics, College of Medicine, University of Illinois Chicago, Chicago, IL
| | - Alexa M. Gajda
- Department of Physiology and Biophysics, College of Medicine, University of Illinois Chicago, Chicago, IL
| | - Mohamed Haloul
- Department of Physiology and Biophysics, College of Medicine, University of Illinois Chicago, Chicago, IL
| | - Virgilia Macias
- Department of Pathology, University of Illinois Chicago, Chicago, IL
| | | | - Zhengjia Chen
- Division of Epidemiology and Biostatistics, School of Public Health, University of Illinois Chicago, Chicago, IL
- Biostatistics Shared Resource, University of Illinois Cancer Center, Chicago, IL
| | - Xinyi Liu
- Department of Pharmacology & Regenerative Medicine, College of Medicine, University of Illinois Chicago, Chicago, IL
| | - Xiaowei Wang
- Department of Pharmacology & Regenerative Medicine, College of Medicine, University of Illinois Chicago, Chicago, IL
| | - Maria Sverdlov
- Research Histology Core, Research Resources Center, College of Medicine, University of Illinois Chicago, Chicago, IL
| | - Kent F. Hoskins
- Division of Hematology/Oncology, College of Medicine, University of Illinois Chicago, Chicago, IL
| | - Ekrem Emrah
- Department of Physiology and Biophysics, College of Medicine, University of Illinois Chicago, Chicago, IL
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Clusan L, Percevault F, Jullion E, Le Goff P, Tiffoche C, Fernandez-Calero T, Métivier R, Marin M, Pakdel F, Michel D, Flouriot G. Codon adaptation by synonymous mutations impacts the functional properties of the estrogen receptor-alpha protein in breast cancer cells. Mol Oncol 2023. [PMID: 36808875 DOI: 10.1002/1878-0261.13399] [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: 09/05/2022] [Revised: 01/30/2023] [Accepted: 02/16/2023] [Indexed: 02/23/2023] Open
Abstract
Oestrogen receptor-alpha (ERα) positivity is intimately associated with the development of hormone-dependent breast cancers. A major challenge in the treatment of these cancers is to understand and overcome the mechanisms of endocrine resistance. Recently, two distinct translation programmes using specific transfer RNA (tRNA) repertoires and codon usage frequencies were evidenced during cell proliferation and differentiation. Considering the phenotype switch of cancer cells to more proliferating and less-differentiated states, we can speculate that the changes in the tRNA pool and codon usage that likely occur make the ERα coding sequence no longer adapted, impacting translational rate, co-translational folding and the resulting functional properties of the protein. To verify this hypothesis, we generated an ERα synonymous coding sequence whose codon usage was optimized to the frequencies observed in genes expressed specifically in proliferating cells and then investigated the functional properties of the encoded receptor. We demonstrate that such a codon adaptation restores ERα activities to levels observed in differentiated cells, including: (a) an enhanced contribution exerted by transactivation function 1 (AF1) in ERα transcriptional activity; (b) enhanced interactions with nuclear receptor corepressor 1 and 2 [NCoR1 and NCoR2 (also known as SMRT) respectively], promoting repressive capability; and (c) reduced interactions with SRC proto-oncogene, non-receptor tyrosine kinase (Src) and phosphoinositide 3-kinase (PI3K) p85 kinases, inhibiting MAPK and AKT signalling pathway.
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Affiliation(s)
- Léa Clusan
- Univ Rennes, Inserm, EHESP, Irset (Institut de Recherche en Santé, Environnement et Travail), UMR_S1085, France
| | - Frederic Percevault
- Univ Rennes, Inserm, EHESP, Irset (Institut de Recherche en Santé, Environnement et Travail), UMR_S1085, France
| | - Emmanuelle Jullion
- Institut de Génétique De Rennes (IGDR), UMR 6290 CNRS, ERL INSERM U1305, Univ Rennes, France
| | - Pascale Le Goff
- Univ Rennes, Inserm, EHESP, Irset (Institut de Recherche en Santé, Environnement et Travail), UMR_S1085, France
| | - Christophe Tiffoche
- Institut de Génétique De Rennes (IGDR), UMR 6290 CNRS, ERL INSERM U1305, Univ Rennes, France
| | - Tamara Fernandez-Calero
- Departamento de Ciencias Exactas Y Naturales, Universidad Catolica del Uruguay, Montevideo, Uruguay.,Bioinformatics Unit, Institut Pasteur Montevideo, Uruguay
| | - Raphaël Métivier
- Institut de Génétique De Rennes (IGDR), UMR 6290 CNRS, ERL INSERM U1305, Univ Rennes, France
| | - Monica Marin
- Biochemistry-Molecular Biology, Facultad de Ciencias, Universidad de la República, Montevideo, Uruguay
| | - Farzad Pakdel
- Univ Rennes, Inserm, EHESP, Irset (Institut de Recherche en Santé, Environnement et Travail), UMR_S1085, France
| | - Denis Michel
- Univ Rennes, Inserm, EHESP, Irset (Institut de Recherche en Santé, Environnement et Travail), UMR_S1085, France
| | - Gilles Flouriot
- Univ Rennes, Inserm, EHESP, Irset (Institut de Recherche en Santé, Environnement et Travail), UMR_S1085, France
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Jehanno C, Percevault F, Boujrad N, Le Goff P, Fontaine C, Arnal JF, Primig M, Pakdel F, Michel D, Métivier R, Flouriot G. Nuclear translocation of MRTFA in MCF7 breast cancer cells shifts ERα nuclear/genomic to extra-nuclear/non genomic actions. Mol Cell Endocrinol 2021; 530:111282. [PMID: 33894309 DOI: 10.1016/j.mce.2021.111282] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Revised: 01/15/2021] [Accepted: 04/11/2021] [Indexed: 01/22/2023]
Abstract
The Myocardin-related transcription factor A [MRTFA, also known as Megakaryoblastic Leukemia 1 (MKL1))] is a major actor in the epithelial to mesenchymal transition (EMT). We have previously shown that activation and nuclear accumulation of MRTFA mediate endocrine resistance of estrogen receptor alpha (ERα) positive breast cancers by initiating a partial transition from luminal to basal-like phenotype and impairing ERα cistrome and transcriptome. In the present study, we deepen our understanding of the mechanism by monitoring functional changes in the receptor's activity. We demonstrate that MRTFA nuclear accumulation down-regulates the expression of the unliganded (Apo-)ERα and causes a redistribution of the protein localization from its normal nuclear place to the entire cell volume. This phenomenon is accompanied by a shift in Apo-ERα monomer/dimer ratio towards the monomeric state, leading to significant functional consequences on ERα activities. In particular, the association of Apo-ERα with chromatin is drastically decreased, and the remaining ERα binding sites are substantially less enriched in ERE motifs than in control conditions. Monitored by proximity Ligation Assay, ERα interactions with P160 family coactivators are partly impacted when MRTFA accumulates in the nucleus, and those with SMRT and NCOR1 corepressors are abolished. Finally, ERα interactions with kinases such as c-src and PI3K are increased, thereby enhancing MAP Kinase and AKT activities. In conclusion, the activation and nuclear accumulation of MRTFA in ERα positive breast cancer cells remodels both ERα location and functions by shifting its activity from nuclear genome regulation to extra-nuclear non-genomic signaling.
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Affiliation(s)
- Charly Jehanno
- Univ Rennes, Inserm, EHESP, Irset (Institut de Recherche en Santé, Environnement et Travail), UMR_S 1085, F-35000, Rennes, France; University Hospital Basel, University of Basel, Basel, Switzerland
| | - Frédéric Percevault
- Univ Rennes, Inserm, EHESP, Irset (Institut de Recherche en Santé, Environnement et Travail), UMR_S 1085, F-35000, Rennes, France
| | - Noureddine Boujrad
- Univ Rennes, Inserm, EHESP, Irset (Institut de Recherche en Santé, Environnement et Travail), UMR_S 1085, F-35000, Rennes, France
| | - Pascale Le Goff
- Univ Rennes, Inserm, EHESP, Irset (Institut de Recherche en Santé, Environnement et Travail), UMR_S 1085, F-35000, Rennes, France
| | - Coralie Fontaine
- INSERM U1048, Institut des Maladies Métaboliques et Cardiovasculaires, Université de Toulouse - UPS, Toulouse, France
| | - Jean-François Arnal
- INSERM U1048, Institut des Maladies Métaboliques et Cardiovasculaires, Université de Toulouse - UPS, Toulouse, France
| | - Michael Primig
- Univ Rennes, Inserm, EHESP, Irset (Institut de Recherche en Santé, Environnement et Travail), UMR_S 1085, F-35000, Rennes, France
| | - Farzad Pakdel
- Univ Rennes, Inserm, EHESP, Irset (Institut de Recherche en Santé, Environnement et Travail), UMR_S 1085, F-35000, Rennes, France
| | - Denis Michel
- Univ Rennes, Inserm, EHESP, Irset (Institut de Recherche en Santé, Environnement et Travail), UMR_S 1085, F-35000, Rennes, France
| | - Raphaël Métivier
- Univ Rennes, Institut de Génétique et Développement de Rennes, UMR 6290 CNRS, Rennes, France
| | - Gilles Flouriot
- Univ Rennes, Inserm, EHESP, Irset (Institut de Recherche en Santé, Environnement et Travail), UMR_S 1085, F-35000, Rennes, France.
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Fernández-Calero T, Davyt M, Perelmuter K, Chalar C, Bampi G, Persson H, Tosar JP, Hafstað V, Naya H, Rovira C, Bollati-Fogolín M, Ehrlich R, Flouriot G, Ignatova Z, Marín M. Fine-tuning the metabolic rewiring and adaptation of translational machinery during an epithelial-mesenchymal transition in breast cancer cells. Cancer Metab 2020; 8:8. [PMID: 32699630 PMCID: PMC7368990 DOI: 10.1186/s40170-020-00216-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Accepted: 03/26/2020] [Indexed: 01/05/2023] Open
Abstract
ABSTRACT BACKGROUND During breast cancer progression, the epithelial to mesenchymal transition has been associated with metastasis and endocrine therapy resistance; however, the underlying mechanisms remain elusive. To gain insight into this process, we studied the transition undergone by MCF7-derived cells, which is driven by the constitutive nuclear expression of a MKL1 variant devoid of the actin-binding domain (MKL1 ΔN200). We characterized the adaptive changes that occur during the MKL1-induced cellular model and focused on regulation of translation machinery and metabolic adaptation. METHODS We performed a genome-wide analysis at the transcriptional and translational level using ribosome profiling complemented with RNA-Seq and analyzed the expression of components of the translation machinery and enzymes involved in energy metabolism. NGS data were correlated with metabolomic measurements and quantification of specific mRNAs extracted from polysomes and western blots. RESULTS Our results reveal the expression profiles of a luminal to basal-like state in accordance with an epithelial to mesenchymal transition. During the transition, the synthesis of ribosomal proteins and that of many translational factors was upregulated. This overexpression of the translational machinery appears to be regulated at the translational level. Our results indicate an increase of ribosome biogenesis and translation activity. We detected an extensive metabolic rewiring occurring in an already "Warburg-like" context, in which enzyme isoform switches and metabolic shunts indicate a crucial role of HIF-1α along with other master regulatory factors. Furthermore, we detected a decrease in the expression of enzymes involved in ribonucleotide synthesis from the pentose phosphate pathway. During this transition, cells increase in size, downregulate genes associated with proliferation, and strongly upregulate expression of cytoskeletal and extracellular matrix genes. CONCLUSIONS Our study reveals multiple regulatory events associated with metabolic and translational machinery adaptation during an epithelial mesenchymal-like transition process. During this major cellular transition, cells achieve a new homeostatic state ensuring their survival. This work shows that ribosome profiling complemented with RNA-Seq is a powerful approach to unveil in-depth global adaptive cellular responses and the interconnection among regulatory circuits, which will be helpful for identification of new therapeutic targets.
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Affiliation(s)
- Tamara Fernández-Calero
- Biochemistry-Molecular Biology Section, Faculty of Sciences, Universidad de la República, Iguá 4225, CP 11400 Montevideo, Uruguay
- Bioinformatics Unit, Institut Pasteur Montevideo, Mataojo, 2020 Montevideo, Uruguay
- Departamento de Ciencias Exactas y Naturales, Universidad Católica del Uruguay, Av. 8 de Octubre, 2738 Montevideo, Uruguay
| | - Marcos Davyt
- Biochemistry-Molecular Biology Section, Faculty of Sciences, Universidad de la República, Iguá 4225, CP 11400 Montevideo, Uruguay
| | - Karen Perelmuter
- Cell Biology Unit, Institut Pasteur Montevideo, Mataojo, 2020 Montevideo, Uruguay
| | - Cora Chalar
- Biochemistry-Molecular Biology Section, Faculty of Sciences, Universidad de la República, Iguá 4225, CP 11400 Montevideo, Uruguay
| | - Giovana Bampi
- Institute for Biochemistry and Molecular Biology, Department of Chemistry, University of Hamburg, Hamburg, Germany
| | - Helena Persson
- Department of Clinical Sciences Lund, Oncology and Pathology, Lund University Cancer Center, Lund University, SE-223 63 Lund, Sweden
| | - Juan Pablo Tosar
- Functional Genomics Unit, Institut Pasteur de Montevideo, Mataojo, 2020 Montevideo, Uruguay
- Analytical Biochemistry Unit, Nuclear Research Center, Faculty of Science, Universidad de la República, Montevideo, Uruguay
| | - Völundur Hafstað
- Department of Clinical Sciences Lund, Oncology and Pathology, Lund University Cancer Center, Lund University, SE-223 63 Lund, Sweden
| | - Hugo Naya
- Bioinformatics Unit, Institut Pasteur Montevideo, Mataojo, 2020 Montevideo, Uruguay
| | - Carlos Rovira
- Department of Clinical Sciences Lund, Oncology and Pathology, Lund University Cancer Center, Lund University, SE-223 63 Lund, Sweden
| | | | - Ricardo Ehrlich
- Biochemistry-Molecular Biology Section, Faculty of Sciences, Universidad de la República, Iguá 4225, CP 11400 Montevideo, Uruguay
- Institut Pasteur de Montevideo, Montevideo, Uruguay
| | - Gilles Flouriot
- Université de Rennes 1-IRSET, Campus Santé de Villejean, 35000 Rennes, France
| | - Zoya Ignatova
- Institute for Biochemistry and Molecular Biology, Department of Chemistry, University of Hamburg, Hamburg, Germany
| | - Mónica Marín
- Biochemistry-Molecular Biology Section, Faculty of Sciences, Universidad de la República, Iguá 4225, CP 11400 Montevideo, Uruguay
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Jehanno C, Fernandez-Calero T, Habauzit D, Avner S, Percevault F, Jullion E, Le Goff P, Coissieux MM, Muenst S, Marin M, Michel D, Métivier R, Flouriot G. Nuclear accumulation of MKL1 in luminal breast cancer cells impairs genomic activity of ERα and is associated with endocrine resistance. BIOCHIMICA ET BIOPHYSICA ACTA-GENE REGULATORY MECHANISMS 2020; 1863:194507. [PMID: 32113984 DOI: 10.1016/j.bbagrm.2020.194507] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/13/2019] [Revised: 01/31/2020] [Accepted: 02/13/2020] [Indexed: 12/30/2022]
Abstract
Estrogen receptor (ERα) is central in driving the development of hormone-dependent breast cancers. A major challenge in treating these cancers is to understand and overcome endocrine resistance. The Megakaryoblastic Leukemia 1 (MKL1, MRTFA) protein is a master regulator of actin dynamic and cellular motile functions, whose nuclear translocation favors epithelial-mesenchymal transition. We previously demonstrated that nuclear accumulation of MKL1 in estrogen-responsive breast cancer cell lines promotes hormonal escape. In the present study, we confirm through tissue microarray analysis that nuclear immunostaining of MKL1 is associated with endocrine resistance in a cohort of breast cancers and we decipher the underlining mechanisms using cell line models. We show through gene expression microarray analysis that the nuclear accumulation of MKL1 induces dedifferentiation leading to a mixed luminal/basal phenotype and suppresses estrogen-mediated control of gene expression. Chromatin immunoprecipitation of DNA coupled to high-throughput sequencing (ChIP-Seq) shows a profound reprogramming in ERα cistrome associated with a massive loss of ERα binding sites (ERBSs) generally associated with lower ERα-binding levels. Novel ERBSs appear to be associated with EGF and RAS signaling pathways. Collectively, these results highlight a major role of MKL1 in the loss of ERα transcriptional activity observed in certain cases of endocrine resistances, thereby contributing to breast tumor cells malignancy.
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Affiliation(s)
- Charly Jehanno
- Univ Rennes, Inserm, EHESP, Irset (Institut de Recherche en Santé, Environnement et Travail) - UMR_S 1085, F-35000 Rennes, France; University Hospital Basel, University of Basel, Basel, Switzerland
| | - Tamara Fernandez-Calero
- Biochemistry-Molecular Biology, Facultad de Ciencias, Universidad de la República, Iguá 4225, 11400 Montevideo, Uruguay; Bioinformatics Unit, Institut Pasteur Montevideo, Mataojo 2020, 11400 Montevideo, Uruguay; Departamento de Ciencias Exactas y Naturales, Universidad Católica del Uruguay, Montevideo, Uruguay
| | - Denis Habauzit
- Univ Rennes, Inserm, EHESP, Irset (Institut de Recherche en Santé, Environnement et Travail) - UMR_S 1085, F-35000 Rennes, France
| | - Stephane Avner
- Univ Rennes, Institut de Génétique et Développement de Rennes, UMR 6290 CNRS, Rennes, France
| | - Frederic Percevault
- Univ Rennes, Inserm, EHESP, Irset (Institut de Recherche en Santé, Environnement et Travail) - UMR_S 1085, F-35000 Rennes, France
| | - Emmanuelle Jullion
- Univ Rennes, Institut de Génétique et Développement de Rennes, UMR 6290 CNRS, Rennes, France
| | - Pascale Le Goff
- Univ Rennes, Inserm, EHESP, Irset (Institut de Recherche en Santé, Environnement et Travail) - UMR_S 1085, F-35000 Rennes, France
| | | | - Simone Muenst
- Institute of Medical Genetics and Pathology, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Monica Marin
- Biochemistry-Molecular Biology, Facultad de Ciencias, Universidad de la República, Iguá 4225, 11400 Montevideo, Uruguay
| | - Denis Michel
- Univ Rennes, Inserm, EHESP, Irset (Institut de Recherche en Santé, Environnement et Travail) - UMR_S 1085, F-35000 Rennes, France
| | - Raphaël Métivier
- Univ Rennes, Institut de Génétique et Développement de Rennes, UMR 6290 CNRS, Rennes, France
| | - Gilles Flouriot
- Univ Rennes, Inserm, EHESP, Irset (Institut de Recherche en Santé, Environnement et Travail) - UMR_S 1085, F-35000 Rennes, France.
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Le Pogam P, Le Page Y, Habauzit D, Doué M, Zhadobov M, Sauleau R, Le Dréan Y, Rondeau D. Untargeted metabolomics unveil alterations of biomembranes permeability in human HaCaT keratinocytes upon 60 GHz millimeter-wave exposure. Sci Rep 2019; 9:9343. [PMID: 31249327 PMCID: PMC6597695 DOI: 10.1038/s41598-019-45662-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2018] [Accepted: 05/30/2019] [Indexed: 11/18/2022] Open
Abstract
A joint metabolomic and lipidomic workflow is used to account for a potential effect of millimeter waves (MMW) around 60 GHz on biological tissues. For this purpose, HaCaT human keratinocytes were exposed at 60.4 GHz with an incident power density of 20 mW/cm², this value corresponding to the upper local exposure limit for general public in the context of a wide scale deployment of MMW technologies and devices. After a 24h-exposure, endo- and extracellular extracts were recovered to be submitted to an integrative UPLC-Q-Exactive metabolomic and lipidomic workflow. R-XCMS data processing and subsequent statistical treatment led to emphasize a limited number of altered features in lipidomic sequences and in intracellular metabolomic analyses, whatever the ionization mode (i.e 0 to 6 dysregulated features). Conversely, important dysregulations could be reported in extracellular metabolomic profiles with 111 and 99 frames being altered upon MMW exposure in positive and negative polarities, respectively. This unexpected extent of modifications can hardly stem from the mild changes that could be reported throughout transcriptomics studies, leading us to hypothesize that MMW might alter the permeability of cell membranes, as reported elsewhere.
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Affiliation(s)
- Pierre Le Pogam
- Univ Rennes, CNRS, IETR (Institut d'Électronique et de Télécommunication de Rennes), UMR 6164, F-35000, Rennes, France
| | - Yann Le Page
- Univ Rennes, Inserm, EHESP, Irset (Institut de recherche en santé, environnement et travail) - UMR_S 1085, F-35000, Rennes, France
| | - Denis Habauzit
- Univ Rennes, Inserm, EHESP, Irset (Institut de recherche en santé, environnement et travail) - UMR_S 1085, F-35000, Rennes, France
| | - Mickael Doué
- Univ Rennes, CNRS, IETR (Institut d'Électronique et de Télécommunication de Rennes), UMR 6164, F-35000, Rennes, France
| | - Maxim Zhadobov
- Univ Rennes, CNRS, IETR (Institut d'Électronique et de Télécommunication de Rennes), UMR 6164, F-35000, Rennes, France
| | - Ronan Sauleau
- Univ Rennes, CNRS, IETR (Institut d'Électronique et de Télécommunication de Rennes), UMR 6164, F-35000, Rennes, France
| | - Yves Le Dréan
- Univ Rennes, Inserm, EHESP, Irset (Institut de recherche en santé, environnement et travail) - UMR_S 1085, F-35000, Rennes, France
| | - David Rondeau
- Univ Rennes, CNRS, IETR (Institut d'Électronique et de Télécommunication de Rennes), UMR 6164, F-35000, Rennes, France.
- Département de Chimie, Université de Bretagne Occidentale, 6 avenue Victor Le Gorgeu, 29238, Brest, Cedex, France.
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Le Pogam P, Doué M, Le Page Y, Habauzit D, Zhadobov M, Sauleau R, Le Dréan Y, Rondeau D. Untargeted Metabolomics Reveal Lipid Alterations upon 2-Deoxyglucose Treatment in Human HaCaT Keratinocytes. J Proteome Res 2018; 17:1146-1157. [PMID: 29430917 DOI: 10.1021/acs.jproteome.7b00805] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
The glucose analogue 2-deoxyglucose (2-DG) impedes cancer progression in animal models and is currently being assessed as an anticancer therapy, yet the mode of action of this drug of high clinical significance has not been fully delineated. In an attempt to better characterize its pharmacodynamics, an integrative UPLC-Q-Exactive-based joint metabolomic and lipidomic approach was undertaken to evaluate the metabolic perturbations induced by this drug in human HaCaT keratinocyte cells. R-XCMS data processing and subsequent multivariate pattern recognition, metabolites identification, and pathway analyses identified eight metabolites that were most significantly changed upon a 3 h 2-DG exposure. Most of these dysregulated features were emphasized in the course of lipidomic profiling and could be identified as ceramide and glucosylceramide derivatives, consistently with their involvement in cell death programming. Even though metabolomic analyses did not generally afford such clear-cut dysregulations, some alterations in phosphatidylcholine and phosphatidylethanolamine derivatives could be highlighted as well. Overall, these results support the adequacy of the proposed analytical workflow and might contribute to a better understanding of the mechanisms underlying the promising effects of 2-DG.
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Affiliation(s)
- Pierre Le Pogam
- Institute of Electronics and Telecommunications of Rennes (IETR), UMR CNRS 6164, University of Rennes , Campus de Beaulieu, 263 avenue du Général Leclerc, 35042 Rennes Cedex, France
| | - Mickael Doué
- Institute of Electronics and Telecommunications of Rennes (IETR), UMR CNRS 6164, University of Rennes , Campus de Beaulieu, 263 avenue du Général Leclerc, 35042 Rennes Cedex, France
| | - Yann Le Page
- Transcription, Environment and Cancer Group, Institute for Research on Environmental and Occupational Health (IRSET), Inserm UMR1085, University of Rennes 1 , 9 avenue du Prof. Léon Bernard, 35043 Rennes Cedex, France
| | - Denis Habauzit
- Transcription, Environment and Cancer Group, Institute for Research on Environmental and Occupational Health (IRSET), Inserm UMR1085, University of Rennes 1 , 9 avenue du Prof. Léon Bernard, 35043 Rennes Cedex, France
| | - Maxim Zhadobov
- Institute of Electronics and Telecommunications of Rennes (IETR), UMR CNRS 6164, University of Rennes , Campus de Beaulieu, 263 avenue du Général Leclerc, 35042 Rennes Cedex, France
| | - Ronan Sauleau
- Institute of Electronics and Telecommunications of Rennes (IETR), UMR CNRS 6164, University of Rennes , Campus de Beaulieu, 263 avenue du Général Leclerc, 35042 Rennes Cedex, France
| | - Yves Le Dréan
- Transcription, Environment and Cancer Group, Institute for Research on Environmental and Occupational Health (IRSET), Inserm UMR1085, University of Rennes 1 , 9 avenue du Prof. Léon Bernard, 35043 Rennes Cedex, France
| | - David Rondeau
- Institute of Electronics and Telecommunications of Rennes (IETR), UMR CNRS 6164, University of Rennes , Campus de Beaulieu, 263 avenue du Général Leclerc, 35042 Rennes Cedex, France.,Département de Chimie, Université de Bretagne Occidentale , 6 avenue Victor Le Gorgeu, 29238 Brest Cedex, France
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Peek GW, Tollefsbol TO. Down-regulation of hTERT and Cyclin D1 transcription via PI3K/Akt and TGF-β pathways in MCF-7 Cancer cells with PX-866 and Raloxifene. Exp Cell Res 2016; 344:95-102. [PMID: 27017931 DOI: 10.1016/j.yexcr.2016.03.022] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2016] [Revised: 03/16/2016] [Accepted: 03/22/2016] [Indexed: 11/26/2022]
Abstract
Human telomerase reverse transcriptase (hTERT) is the catalytic and limiting component of telomerase and also a transcription factor. It is critical to the integrity of the ends of linear chromosomes and to the regulation, extent and rate of cell cycle progression in multicellular eukaryotes. The level of hTERT expression is essential to a wide range of bodily functions and to avoidance of disease conditions, such as cancer, that are mediated in part by aberrant level and regulation of cell cycle proliferation. Value of a gene in regulation depends on its ability to both receive input from multiple sources and transmit signals to multiple effectors. The expression of hTERT and the progression of the cell cycle have been shown to be regulated by an extensive network of gene products and signaling pathways, including the PI3K/Akt and TGF-β pathways. The PI3K inhibitor PX-866 and the competitive estrogen receptor ligand raloxifene have been shown to modify progression of those pathways and, in combination, to decrease proliferation of estrogen receptor positive (ER+) MCF-7 breast cancer cells. We found that combinations of modulators of those pathways decreased not only hTERT transcription but also transcription of additional essential cell cycle regulators such as Cyclin D1. By evaluating known expression profile signatures for TGF-β pathway diversions, we confirmed additional genes such as heparin-binding epidermal growth factor-like growth factor (HB EGF) by which those pathways and their perturbations may also modify cell cycle progression.
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Affiliation(s)
- Gregory W Peek
- Department of Biology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Trygve O Tollefsbol
- Department of Biology, University of Alabama at Birmingham, Birmingham, AL, USA; Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL, USA; Comprehensive Center for Healthy Aging, University of Alabama at Birmingham, Birmingham, AL, USA; Comprehensive Diabetes Center, University of Alabama at Birmingham, Birmingham, AL, USA; Nutrition Obesity Research Center, University of Alabama at Birmingham, Birmingham, AL, USA.
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9
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Lindström S, Thompson DJ, Paterson AD, Li J, Gierach GL, Scott C, Stone J, Douglas JA, dos-Santos-Silva I, Fernandez-Navarro P, Verghase J, Smith P, Brown J, Luben R, Wareham NJ, Loos RJF, Heit JA, Pankratz VS, Norman A, Goode EL, Cunningham JM, deAndrade M, Vierkant RA, Czene K, Fasching PA, Baglietto L, Southey MC, Giles GG, Shah KP, Chan HP, Helvie MA, Beck AH, Knoblauch NW, Hazra A, Hunter DJ, Kraft P, Pollan M, Figueroa JD, Couch FJ, Hopper JL, Hall P, Easton DF, Boyd NF, Vachon CM, Tamimi RM. Genome-wide association study identifies multiple loci associated with both mammographic density and breast cancer risk. Nat Commun 2014; 5:5303. [PMID: 25342443 PMCID: PMC4320806 DOI: 10.1038/ncomms6303] [Citation(s) in RCA: 105] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2014] [Accepted: 09/17/2014] [Indexed: 12/29/2022] Open
Abstract
Mammographic density reflects the amount of stromal and epithelial tissues in relation to adipose tissue in the breast and is a strong risk factor for breast cancer. Here we report the results from meta-analysis of genome-wide association studies (GWAS) of three mammographic density phenotypes: dense area, non-dense area and percent density in up to 7,916 women in stage 1 and an additional 10,379 women in stage 2. We identify genome-wide significant (P<5 × 10(-8)) loci for dense area (AREG, ESR1, ZNF365, LSP1/TNNT3, IGF1, TMEM184B and SGSM3/MKL1), non-dense area (8p11.23) and percent density (PRDM6, 8p11.23 and TMEM184B). Four of these regions are known breast cancer susceptibility loci, and four additional regions were found to be associated with breast cancer (P<0.05) in a large meta-analysis. These results provide further evidence of a shared genetic basis between mammographic density and breast cancer and illustrate the power of studying intermediate quantitative phenotypes to identify putative disease-susceptibility loci.
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Affiliation(s)
- Sara Lindström
- 1] Program in Genetic Epidemiology and Statistical Genetics, Harvard School Of Public Health, Boston, Massachusetts 02115, USA [2] Department of Epidemiology, Harvard School Of Public Health, Boston, Massachusetts 02115, USA
| | - Deborah J Thompson
- 1] Centre for Genetic Epidemiology, University of Cambridge, Cambridge CB1 8RN, UK [2] Department of Public Health and Primary Care, University of Cambridge, Cambridge CB1 8RN, UK
| | - Andrew D Paterson
- Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada M5G 1X8
| | - Jingmei Li
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm 17177, Sweden
| | - Gretchen L Gierach
- Hormonal and Reproductive Epidemiology Branch, National Cancer Institute, Bethesda, Maryland 20850, USA
| | - Christopher Scott
- Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - Jennifer Stone
- Centre for Genetic Origins of Health and Disease, University of Western Australia, Perth, Western Australia 6009, Australia
| | - Julie A Douglas
- Department of Human Genetics, University of Michigan Medical School, Ann Arbor, Michigan 48109, USA
| | - Isabel dos-Santos-Silva
- Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London WC1E 7HT, UK
| | - Pablo Fernandez-Navarro
- 1] Cancer and Environmental Epidemiology Unit, National Center for Epidemiology, Carlos III Institute of Health, Madrid 28029, Spain [2] Consortium for Biomedical Research in Epidemiology and Public Health (CIBER en Epidemiología y Salud Pública-CIBERESP), Madrid 28029, Spain
| | - Jajini Verghase
- 1] Centre for Genetic Epidemiology, University of Cambridge, Cambridge CB1 8RN, UK [2] Department of Public Health and Primary Care, University of Cambridge, Cambridge CB1 8RN, UK [3] Plastic Surgery Unit, Royal Free Hospital, London NW3 2QG, UK
| | - Paula Smith
- 1] Centre for Genetic Epidemiology, University of Cambridge, Cambridge CB1 8RN, UK [2] Department of Public Health and Primary Care, University of Cambridge, Cambridge CB1 8RN, UK
| | - Judith Brown
- 1] Centre for Genetic Epidemiology, University of Cambridge, Cambridge CB1 8RN, UK [2] Department of Public Health and Primary Care, University of Cambridge, Cambridge CB1 8RN, UK
| | - Robert Luben
- Centre for Genetic Epidemiology, University of Cambridge, Cambridge CB1 8RN, UK
| | - Nicholas J Wareham
- Medical Research Council (MRC) Epidemiology Unit, Institute of Metabolic Science, University of Cambridge, Cambridge CB1 8RN, UK
| | - Ruth J F Loos
- 1] Medical Research Council (MRC) Epidemiology Unit, Institute of Metabolic Science, University of Cambridge, Cambridge CB1 8RN, UK [2] The Icahn School of Medicine at Mount Sinai, The Charles Bronfman Institute for Personalized Medicine, The Mindich Child Health and Development Institute, New York, New York 10029, USA
| | - John A Heit
- Division of Cardiovascular Disease, Department of Medicine, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - V Shane Pankratz
- Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - Aaron Norman
- Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - Ellen L Goode
- Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - Julie M Cunningham
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - Mariza deAndrade
- Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - Robert A Vierkant
- Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - Kamila Czene
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm 17177, Sweden
| | - Peter A Fasching
- 1] Department of Gynecology and Obstetrics, Erlangen University Hospital, Friedrich Alexander University of Erlangen-Nuremberg, Comprehensive Cancer Center Erlangen-EMN, 910 54 Erlangen, Germany [2] Division Hematology/Oncology, Department of Medicine, University of California at Los Angeles, David Geffen School of Medicine, Los Angeles, California 90024, USA
| | - Laura Baglietto
- 1] Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, Victoria 3004, Australia [2] Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria 3010, Australia
| | - Melissa C Southey
- Department of Pathology, University of Melbourne, Melbourne, Victoria 3010, Australia
| | - Graham G Giles
- 1] Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, Victoria 3004, Australia [2] Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria 3010, Australia
| | - Kaanan P Shah
- Department of Human Genetics, University of Michigan Medical School, Ann Arbor, Michigan 48109, USA
| | - Heang-Ping Chan
- Department of Radiology, University of Michigan Medical School, Ann Arbor, Michigan 48109, USA
| | - Mark A Helvie
- Department of Radiology, University of Michigan Medical School, Ann Arbor, Michigan 48109, USA
| | - Andrew H Beck
- Department of Pathology, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts 02115, USA
| | - Nicholas W Knoblauch
- Department of Pathology, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts 02115, USA
| | - Aditi Hazra
- 1] Program in Genetic Epidemiology and Statistical Genetics, Harvard School Of Public Health, Boston, Massachusetts 02115, USA [2] Department of Epidemiology, Harvard School Of Public Health, Boston, Massachusetts 02115, USA [3] Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, Massachusetts 02115, USA
| | - David J Hunter
- 1] Program in Genetic Epidemiology and Statistical Genetics, Harvard School Of Public Health, Boston, Massachusetts 02115, USA [2] Department of Epidemiology, Harvard School Of Public Health, Boston, Massachusetts 02115, USA [3] Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, Massachusetts 02115, USA
| | - Peter Kraft
- 1] Program in Genetic Epidemiology and Statistical Genetics, Harvard School Of Public Health, Boston, Massachusetts 02115, USA [2] Department of Epidemiology, Harvard School Of Public Health, Boston, Massachusetts 02115, USA [3] Department of Biostatistics, Harvard School Of Public Health, Boston, Massachusetts 02115, USA
| | - Marina Pollan
- 1] Cancer and Environmental Epidemiology Unit, National Center for Epidemiology, Carlos III Institute of Health, Madrid 28029, Spain [2] Consortium for Biomedical Research in Epidemiology and Public Health (CIBER en Epidemiología y Salud Pública-CIBERESP), Madrid 28029, Spain
| | - Jonine D Figueroa
- Hormonal and Reproductive Epidemiology Branch, National Cancer Institute, Bethesda, Maryland 20850, USA
| | - Fergus J Couch
- 1] Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota 55905, USA [2] Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - John L Hopper
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria 3010, Australia
| | - Per Hall
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm 17177, Sweden
| | - Douglas F Easton
- 1] Centre for Genetic Epidemiology, University of Cambridge, Cambridge CB1 8RN, UK [2] Department of Public Health and Primary Care, University of Cambridge, Cambridge CB1 8RN, UK [3] Department of Oncology, University of Cambridge, Cambridge CB1 8RN, UK
| | - Norman F Boyd
- Campbell Family Institute for Breast Cancer Research, Ontario Cancer Institute, Toronto, Ontario, Canada M5G 2M9
| | - Celine M Vachon
- Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - Rulla M Tamimi
- 1] Program in Genetic Epidemiology and Statistical Genetics, Harvard School Of Public Health, Boston, Massachusetts 02115, USA [2] Department of Epidemiology, Harvard School Of Public Health, Boston, Massachusetts 02115, USA [3] Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, Massachusetts 02115, USA
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