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Schütz S, Solé-Boldo L, Lucena-Porcel C, Hoffmann J, Brobeil A, Lonsdorf AS, Rodríguez-Paredes M, Lyko F. Functionally distinct cancer-associated fibroblast subpopulations establish a tumor promoting environment in squamous cell carcinoma. Nat Commun 2023; 14:5413. [PMID: 37669956 PMCID: PMC10480447 DOI: 10.1038/s41467-023-41141-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Accepted: 08/24/2023] [Indexed: 09/07/2023] Open
Abstract
Cutaneous squamous cell carcinoma (cSCC) is a serious public health problem due to its high incidence and metastatic potential. It may progress from actinic keratosis (AK), a precancerous lesion, or the in situ carcinoma, Bowen's disease (BD). During this progression, malignant keratinocytes activate dermal fibroblasts into tumor promoting cancer-associated fibroblasts (CAFs), whose origin and emergence remain largely unknown. Here, we generate and analyze >115,000 single-cell transcriptomes from healthy skin, BD and cSCC of male donors. Our results reveal immunoregulatory and matrix-remodeling CAF subtypes that may derive from pro-inflammatory and mesenchymal fibroblasts, respectively. These CAF subtypes are largely absent in AK and interact with different cell types to establish a pro-tumorigenic microenvironment. These findings are cSCC-specific and could not be recapitulated in basal cell carcinomas. Our study provides important insights into the potential origin and functionalities of dermal CAFs that will be highly beneficial for the specific targeting of the cSCC microenvironment.
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Affiliation(s)
- Sabrina Schütz
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, 69120, Heidelberg, Germany
| | - Llorenç Solé-Boldo
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, 69120, Heidelberg, Germany
| | - Carlota Lucena-Porcel
- Institute of Pathology, Ruprecht-Karls University of Heidelberg, 69120, Heidelberg, Germany
- Tissue Bank of the National Center for Tumor Diseases (NCT), 69120, Heidelberg, Germany
| | - Jochen Hoffmann
- Department of Dermatology, University Hospital, Ruprecht-Karls University of Heidelberg, 69120, Heidelberg, Germany
| | - Alexander Brobeil
- Institute of Pathology, Ruprecht-Karls University of Heidelberg, 69120, Heidelberg, Germany
- Tissue Bank of the National Center for Tumor Diseases (NCT), 69120, Heidelberg, Germany
| | - Anke S Lonsdorf
- Department of Dermatology, University Hospital, Ruprecht-Karls University of Heidelberg, 69120, Heidelberg, Germany
| | - Manuel Rodríguez-Paredes
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, 69120, Heidelberg, Germany.
| | - Frank Lyko
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, 69120, Heidelberg, Germany.
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2
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Koch J, Neuberger M, Schmidt-Dengler M, Xu J, Carneiro VC, Ellinger J, Kriegmair MC, Nuhn P, Erben P, Michel MS, Helm M, Rodríguez-Paredes M, Nientiedt M, Lyko F. Reinvestigating the clinical relevance of the m 6A writer METTL3 in urothelial carcinoma of the bladder. iScience 2023; 26:107300. [PMID: 37554463 PMCID: PMC10405067 DOI: 10.1016/j.isci.2023.107300] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 06/13/2023] [Accepted: 07/03/2023] [Indexed: 08/10/2023] Open
Abstract
METTL3 is the major writer of N6-Methyladenosine (m6A) and has been associated with controversial roles in cancer. This is best illustrated in urothelial carcinoma of the bladder (UCB), where METTL3 was described to have both oncogenic and tumor-suppressive functions. Here, we reinvestigated the role of METTL3 in UCB. METTL3 knockout reduced the oncogenic phenotype and m6A levels of UCB cell lines. However, complete depletion of METTL3/m6A was not achieved due to selection of cells expressing alternative METTL3 isoforms. Systematic vulnerability and inhibitor response analyses suggested that uroepithelial cells depend on METTL3 for viability. Furthermore, expression and survival analyses of clinical data revealed a complex role for METTL3 in UCB, with decreased m6A mRNA levels in UCB tumors. Our results suggest that METTL3 expression may be a suitable diagnostic UCB biomarker, as the enzyme promotes UCB formation. However, the suitability of the enzyme as a therapeutic target should be evaluated carefully.
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Affiliation(s)
- Jonas Koch
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, 69120 Heidelberg, Germany
| | - Manuel Neuberger
- Department of Urology and Urosurgery, Medical Faculty Mannheim, University of Heidelberg, 68167 Mannheim, Germany
| | - Martina Schmidt-Dengler
- Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg-Universität, 55128 Mainz, Germany
| | - Jinyun Xu
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, 69120 Heidelberg, Germany
| | - Vitor Coutinho Carneiro
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, 69120 Heidelberg, Germany
| | - Jörg Ellinger
- Department of Urology, University Hospital Bonn, 53127 Bonn, Germany
| | - Maximilian C. Kriegmair
- Department of Urology and Urosurgery, Medical Faculty Mannheim, University of Heidelberg, 68167 Mannheim, Germany
| | - Philipp Nuhn
- Department of Urology and Urosurgery, Medical Faculty Mannheim, University of Heidelberg, 68167 Mannheim, Germany
| | - Philipp Erben
- Department of Urology and Urosurgery, Medical Faculty Mannheim, University of Heidelberg, 68167 Mannheim, Germany
| | - Maurice Stephan Michel
- Department of Urology and Urosurgery, Medical Faculty Mannheim, University of Heidelberg, 68167 Mannheim, Germany
| | - Mark Helm
- Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg-Universität, 55128 Mainz, Germany
| | - Manuel Rodríguez-Paredes
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, 69120 Heidelberg, Germany
| | - Malin Nientiedt
- Department of Urology and Urosurgery, Medical Faculty Mannheim, University of Heidelberg, 68167 Mannheim, Germany
| | - Frank Lyko
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, 69120 Heidelberg, Germany
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3
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Gómez-Marín E, Posavec-Marjanović M, Zarzuela L, Basurto-Cayuela L, Guerrero-Martínez JA, Arribas G, Yerbes R, Ceballos-Chávez M, Rodríguez-Paredes M, Tomé M, Durán RV, Buschbeck M, Reyes JC. The high mobility group protein HMG20A cooperates with the histone reader PHF14 to modulate TGFβ and Hippo pathways. Nucleic Acids Res 2022; 50:9838-9857. [PMID: 36124662 PMCID: PMC9508832 DOI: 10.1093/nar/gkac766] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Revised: 08/01/2022] [Accepted: 09/15/2022] [Indexed: 11/20/2022] Open
Abstract
High mobility group (HMG) proteins are chromatin regulators with essential functions in development, cell differentiation and cell proliferation. The protein HMG20A is predicted by the AlphaFold2 software to contain three distinct structural elements, which we have functionally characterized: i) an amino-terminal, intrinsically disordered domain with transactivation activity; ii) an HMG box with higher binding affinity for double-stranded, four-way-junction DNA than for linear DNA; and iii) a long coiled-coil domain. Our proteomic study followed by a deletion analysis and structural modeling demonstrates that HMG20A forms a complex with the histone reader PHF14, via the establishment of a two-stranded alpha-helical coiled-coil structure. siRNA-mediated knockdown of either PHF14 or HMG20A in MDA-MB-231 cells causes similar defects in cell migration, invasion and homotypic cell–cell adhesion ability, but neither affects proliferation. Transcriptomic analyses demonstrate that PHF14 and HMG20A share a large subset of targets. We show that the PHF14-HMG20A complex modulates the Hippo pathway through a direct interaction with the TEAD1 transcription factor. PHF14 or HMG20A deficiency increases epithelial markers, including E-cadherin and the epithelial master regulator TP63 and impaired normal TGFβ-trigged epithelial-to-mesenchymal transition. Taken together, these data indicate that PHF14 and HMG20A cooperate in regulating several pathways involved in epithelial–mesenchymal plasticity.
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Affiliation(s)
- Elena Gómez-Marín
- Genome Biology Department. Centro Andaluz de Biología Molecular y Medicina Regenerativa-CABIMER, Consejo Superior de Investigaciones Científicas-Universidad de Sevilla-Universidad Pablo de Olavide (CSIC-USE-UPO), Av. Americo Vespucio, 41092 Seville, Spain
| | - Melanija Posavec-Marjanović
- Program for Predictive and Personalized Medicine of Cancer, Germans Trias i Pujol Research Institute (PMPPC-IGTP), Badalona, Spain
| | - Laura Zarzuela
- Cell Dynamics and Signaling Department. Centro Andaluz de Biología Molecular y Medicina Regenerativa-CABIMER, Consejo Superior de Investigaciones Científicas-Universidad de Sevilla-Universidad Pablo de Olavide (CSIC-USE-UPO), Av. Americo Vespucio, 41092 Seville, Spain
| | - Laura Basurto-Cayuela
- Genome Biology Department. Centro Andaluz de Biología Molecular y Medicina Regenerativa-CABIMER, Consejo Superior de Investigaciones Científicas-Universidad de Sevilla-Universidad Pablo de Olavide (CSIC-USE-UPO), Av. Americo Vespucio, 41092 Seville, Spain
| | - José A Guerrero-Martínez
- Genome Biology Department. Centro Andaluz de Biología Molecular y Medicina Regenerativa-CABIMER, Consejo Superior de Investigaciones Científicas-Universidad de Sevilla-Universidad Pablo de Olavide (CSIC-USE-UPO), Av. Americo Vespucio, 41092 Seville, Spain
| | - Gonzalo Arribas
- Genome Biology Department. Centro Andaluz de Biología Molecular y Medicina Regenerativa-CABIMER, Consejo Superior de Investigaciones Científicas-Universidad de Sevilla-Universidad Pablo de Olavide (CSIC-USE-UPO), Av. Americo Vespucio, 41092 Seville, Spain
| | - Rosario Yerbes
- Cell Dynamics and Signaling Department. Centro Andaluz de Biología Molecular y Medicina Regenerativa-CABIMER, Consejo Superior de Investigaciones Científicas-Universidad de Sevilla-Universidad Pablo de Olavide (CSIC-USE-UPO), Av. Americo Vespucio, 41092 Seville, Spain
| | - María Ceballos-Chávez
- Genome Biology Department. Centro Andaluz de Biología Molecular y Medicina Regenerativa-CABIMER, Consejo Superior de Investigaciones Científicas-Universidad de Sevilla-Universidad Pablo de Olavide (CSIC-USE-UPO), Av. Americo Vespucio, 41092 Seville, Spain
| | - Manuel Rodríguez-Paredes
- Institute of Toxicology, University Medical Center Mainz, Johannes Gutenberg University, 55131 Mainz, Germany
| | - Mercedes Tomé
- Cell Dynamics and Signaling Department. Centro Andaluz de Biología Molecular y Medicina Regenerativa-CABIMER, Consejo Superior de Investigaciones Científicas-Universidad de Sevilla-Universidad Pablo de Olavide (CSIC-USE-UPO), Av. Americo Vespucio, 41092 Seville, Spain
| | - Raúl V Durán
- Cell Dynamics and Signaling Department. Centro Andaluz de Biología Molecular y Medicina Regenerativa-CABIMER, Consejo Superior de Investigaciones Científicas-Universidad de Sevilla-Universidad Pablo de Olavide (CSIC-USE-UPO), Av. Americo Vespucio, 41092 Seville, Spain
| | - Marcus Buschbeck
- Program for Predictive and Personalized Medicine of Cancer, Germans Trias i Pujol Research Institute (PMPPC-IGTP), Badalona, Spain.,Cancer and Leukaemia Epigenetics and Biology Program, Josep Carreras Leukaemia Research Institute (IJC), 08916 Badalona, Spain
| | - José C Reyes
- Genome Biology Department. Centro Andaluz de Biología Molecular y Medicina Regenerativa-CABIMER, Consejo Superior de Investigaciones Científicas-Universidad de Sevilla-Universidad Pablo de Olavide (CSIC-USE-UPO), Av. Americo Vespucio, 41092 Seville, Spain
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4
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Solé-Boldo L, Raddatz G, Gutekunst J, Gilliam O, Bormann F, Liberio MS, Hasche D, Antonopoulos W, Mallm JP, Lonsdorf AS, Rodríguez-Paredes M, Lyko F. Differentiation-related epigenomic changes define clinically distinct keratinocyte cancer subclasses. Mol Syst Biol 2022; 18:e11073. [PMID: 36121124 PMCID: PMC9484266 DOI: 10.15252/msb.202211073] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Revised: 08/17/2022] [Accepted: 08/30/2022] [Indexed: 11/09/2022] Open
Abstract
Keratinocyte cancers (KC) are the most prevalent malignancies in fair-skinned populations, posing a significant medical and economic burden to health systems. KC originate in the epidermis and mainly comprise basal cell carcinoma (BCC) and cutaneous squamous cell carcinoma (cSCC). Here, we combined single-cell multi-omics, transcriptomics, and methylomics to investigate the epigenomic dynamics during epidermal differentiation. We identified ~3,800 differentially accessible regions between undifferentiated and differentiated keratinocytes, corresponding to regulatory regions associated with key transcription factors. DNA methylation at these regions defined AK/cSCC subtypes with epidermal stem cell- or keratinocyte-like features. Using cell-type deconvolution tools and integration of bulk and single-cell methylomes, we demonstrate that these subclasses are consistent with distinct cells-of-origin. Further characterization of the phenotypic traits of the subclasses and the study of additional unstratified KC entities uncovered distinct clinical features for the subclasses, linking invasive and metastatic KC cases with undifferentiated cells-of-origin. Our study provides a thorough characterization of the epigenomic dynamics underlying human keratinocyte differentiation and uncovers novel links between KC cells-of-origin and their prognosis.
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Affiliation(s)
- Llorenç Solé-Boldo
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, Heidelberg, Germany
| | - Günter Raddatz
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, Heidelberg, Germany
| | - Julian Gutekunst
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, Heidelberg, Germany
| | - Oliver Gilliam
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, Heidelberg, Germany
| | - Felix Bormann
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, Heidelberg, Germany
| | - Michelle S Liberio
- Single-cell Open Lab, German Cancer Research Center and Bioquant, Heidelberg, Germany
| | - Daniel Hasche
- Division of Viral Transformation Mechanisms, German Cancer Research Center, Heidelberg, Germany
| | - Wiebke Antonopoulos
- Tissue Bank of the National Center for Tumor Diseases (NCT), Heidelberg, Germany.,Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Jan-Philipp Mallm
- Single-cell Open Lab, German Cancer Research Center and Bioquant, Heidelberg, Germany.,Division of Chromatin Networks, German Cancer Research Center and Bioquant, Heidelberg, Germany
| | - Anke S Lonsdorf
- Department of Dermatology, University Hospital, Ruprecht-Karls University of Heidelberg, Heidelberg, Germany
| | - Manuel Rodríguez-Paredes
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, Heidelberg, Germany.,Institute of Toxicology, University Medical Center Mainz, Johannes Gutenberg University, Mainz, Germany
| | - Frank Lyko
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, Heidelberg, Germany
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5
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Espinet E, Gu Z, Imbusch CD, Giese NA, Büscher M, Safavi M, Weisenburger S, Klein C, Vogel V, Falcone M, Insua-Rodríguez J, Reitberger M, Thiel V, Kossi SO, Muckenhuber A, Sarai K, Lee AYL, Backx E, Zarei S, Gaida MM, Rodríguez-Paredes M, Donato E, Yen HY, Eils R, Schlesner M, Pfarr N, Hackert T, Plass C, Brors B, Steiger K, Weichenhan D, Arda HE, Rooman I, Kopp JL, Strobel O, Weichert W, Sprick MR, Trumpp A. Aggressive PDACs Show Hypomethylation of Repetitive Elements and the Execution of an Intrinsic IFN Program Linked to a Ductal Cell of Origin. Cancer Discov 2020; 11:638-659. [PMID: 33060108 DOI: 10.1158/2159-8290.cd-20-1202] [Citation(s) in RCA: 56] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Revised: 09/24/2020] [Accepted: 09/25/2020] [Indexed: 11/16/2022]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is characterized by extensive desmoplasia, which challenges the molecular analyses of bulk tumor samples. Here we FACS-purified epithelial cells from human PDAC and normal pancreas and derived their genome-wide transcriptome and DNA methylome landscapes. Clustering based on DNA methylation revealed two distinct PDAC groups displaying different methylation patterns at regions encoding repeat elements. Methylationlow tumors are characterized by higher expression of endogenous retroviral transcripts and double-stranded RNA sensors, which lead to a cell-intrinsic activation of an interferon signature (IFNsign). This results in a protumorigenic microenvironment and poor patient outcome. Methylationlow/IFNsignhigh and Methylationhigh/IFNsignlow PDAC cells preserve lineage traits, respective of normal ductal or acinar pancreatic cells. Moreover, ductal-derived Kras G12D/Trp53 -/- mouse PDACs show higher expression of IFNsign compared with acinar-derived counterparts. Collectively, our data point to two different origins and etiologies of human PDACs, with the aggressive Methylationlow/IFNsignhigh subtype potentially targetable by agents blocking intrinsic IFN signaling. SIGNIFICANCE: The mutational landscapes of PDAC alone cannot explain the observed interpatient heterogeneity. We identified two PDAC subtypes characterized by differential DNA methylation, preserving traits from normal ductal/acinar cells associated with IFN signaling. Our work suggests that epigenetic traits and the cell of origin contribute to PDAC heterogeneity.This article is highlighted in the In This Issue feature, p. 521.
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Affiliation(s)
- Elisa Espinet
- HI-STEM-Heidelberg Institute for Stem Cell Technology and Experimental Medicine gGmbH, Heidelberg, Germany. .,Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Zuguang Gu
- Bioinformatics and Omics Data Analytics, DKFZ, Heidelberg, Germany.,Heidelberg Center for Personalized Oncology (DKFZ-HIPO), Heidelberg, Germany
| | - Charles D Imbusch
- Division of Applied Bioinformatics, DKFZ and NCT, Heidelberg, Germany
| | - Nathalia A Giese
- Department of General and Visceral Surgery, University Hospital Heidelberg, Heidelberg, Germany
| | - Magdalena Büscher
- HI-STEM-Heidelberg Institute for Stem Cell Technology and Experimental Medicine gGmbH, Heidelberg, Germany.,Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
| | - Mariam Safavi
- HI-STEM-Heidelberg Institute for Stem Cell Technology and Experimental Medicine gGmbH, Heidelberg, Germany.,Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
| | - Silke Weisenburger
- HI-STEM-Heidelberg Institute for Stem Cell Technology and Experimental Medicine gGmbH, Heidelberg, Germany.,Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
| | - Corinna Klein
- HI-STEM-Heidelberg Institute for Stem Cell Technology and Experimental Medicine gGmbH, Heidelberg, Germany
| | - Vanessa Vogel
- HI-STEM-Heidelberg Institute for Stem Cell Technology and Experimental Medicine gGmbH, Heidelberg, Germany
| | - Mattia Falcone
- HI-STEM-Heidelberg Institute for Stem Cell Technology and Experimental Medicine gGmbH, Heidelberg, Germany.,Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
| | - Jacob Insua-Rodríguez
- HI-STEM-Heidelberg Institute for Stem Cell Technology and Experimental Medicine gGmbH, Heidelberg, Germany.,Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
| | - Manuel Reitberger
- HI-STEM-Heidelberg Institute for Stem Cell Technology and Experimental Medicine gGmbH, Heidelberg, Germany.,Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
| | - Vera Thiel
- HI-STEM-Heidelberg Institute for Stem Cell Technology and Experimental Medicine gGmbH, Heidelberg, Germany.,Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
| | - Steffi O Kossi
- HI-STEM-Heidelberg Institute for Stem Cell Technology and Experimental Medicine gGmbH, Heidelberg, Germany
| | | | - Karnjit Sarai
- Department of Cellular and Physiological Sciences, Life Science Institute, University of British Columbia, Vancouver, British Columbia, Canada
| | - Alex Y L Lee
- Department of Cellular and Physiological Sciences, Life Science Institute, University of British Columbia, Vancouver, British Columbia, Canada
| | - Elyne Backx
- Laboratory of Molecular and Medical Oncology, Vrije Universiteit Brussel, Brussels, Belgium
| | - Soheila Zarei
- Department of Cellular and Physiological Sciences, Life Science Institute, University of British Columbia, Vancouver, British Columbia, Canada
| | - Matthias M Gaida
- Institute of Pathology, University Hospital of Heidelberg, Heidelberg, Germany.,Institute of Pathology, University Medical Center JGU Mainz, Mainz, Germany
| | | | - Elisa Donato
- HI-STEM-Heidelberg Institute for Stem Cell Technology and Experimental Medicine gGmbH, Heidelberg, Germany.,Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
| | - Hsi-Yu Yen
- Institute of Pathology, Technical University of Munich, Munich, Germany
| | - Roland Eils
- Heidelberg Center for Personalized Oncology (DKFZ-HIPO), Heidelberg, Germany.,Digital Health Centre, Berlin Institute of Health and Charité Universitätsmedizin Berlin, Berlin, Germany.,Health Data Science Unit, University Hospital and University of Heidelberg, Heidelberg, Germany
| | | | - Nicole Pfarr
- Institute of Pathology, Technical University of Munich, Munich, Germany
| | - Thilo Hackert
- Department of General and Visceral Surgery, University Hospital Heidelberg, Heidelberg, Germany
| | | | - Benedikt Brors
- German Cancer Consortium (DKTK), Heidelberg, Germany.,Division of Applied Bioinformatics, DKFZ and NCT, Heidelberg, Germany
| | - Katja Steiger
- German Cancer Consortium (DKTK), Heidelberg, Germany.,Institute of Pathology, Technical University of Munich, Munich, Germany
| | - Dieter Weichenhan
- Heidelberg Center for Personalized Oncology (DKFZ-HIPO), Heidelberg, Germany
| | - H Efsun Arda
- Laboratory of Receptor Biology and Gene Expression, Center of Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Ilse Rooman
- Laboratory of Molecular and Medical Oncology, Vrije Universiteit Brussel, Brussels, Belgium
| | - Janel L Kopp
- Department of Cellular and Physiological Sciences, Life Science Institute, University of British Columbia, Vancouver, British Columbia, Canada
| | - Oliver Strobel
- Department of General and Visceral Surgery, University Hospital Heidelberg, Heidelberg, Germany.,National Center of Tumor Diseases, NCT, Heidelberg, Germany
| | - Wilko Weichert
- German Cancer Consortium (DKTK), Heidelberg, Germany.,Institute of Pathology, Technical University of Munich, Munich, Germany
| | - Martin R Sprick
- HI-STEM-Heidelberg Institute for Stem Cell Technology and Experimental Medicine gGmbH, Heidelberg, Germany.,Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
| | - Andreas Trumpp
- HI-STEM-Heidelberg Institute for Stem Cell Technology and Experimental Medicine gGmbH, Heidelberg, Germany. .,Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany
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6
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Köhler F, Bormann F, Raddatz G, Gutekunst J, Corless S, Musch T, Lonsdorf AS, Erhardt S, Lyko F, Rodríguez-Paredes M. Epigenetic deregulation of lamina-associated domains in Hutchinson-Gilford progeria syndrome. Genome Med 2020; 12:46. [PMID: 32450911 PMCID: PMC7249329 DOI: 10.1186/s13073-020-00749-y] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Accepted: 05/12/2020] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Hutchinson-Gilford progeria syndrome (HGPS) is a progeroid disease characterized by the early onset of age-related phenotypes including arthritis, loss of body fat and hair, and atherosclerosis. Cells from affected individuals express a mutant version of the nuclear envelope protein lamin A (termed progerin) and have previously been shown to exhibit prominent histone modification changes. METHODS Here, we analyze the possibility that epigenetic deregulation of lamina-associated domains (LADs) is involved in the molecular pathology of HGPS. To do so, we studied chromatin accessibility (Assay for Transposase-accessible Chromatin (ATAC)-see/-seq), DNA methylation profiles (Infinium MethylationEPIC BeadChips), and transcriptomes (RNA-seq) of nine primary HGPS fibroblast cell lines and six additional controls, two parental and four age-matched healthy fibroblast cell lines. RESULTS Our ATAC-see/-seq data demonstrate that primary dermal fibroblasts from HGPS patients exhibit chromatin accessibility changes that are enriched in LADs. Infinium MethylationEPIC BeadChip profiling further reveals that DNA methylation alterations observed in HGPS fibroblasts are similarly enriched in LADs and different from those occurring during healthy aging and Werner syndrome (WS), another premature aging disease. Moreover, HGPS patients can be stratified into two different subgroups according to their DNA methylation profiles. Finally, we show that the epigenetic deregulation of LADs is associated with HGPS-specific gene expression changes. CONCLUSIONS Taken together, our results strongly implicate epigenetic deregulation of LADs as an important and previously unrecognized feature of HGPS, which contributes to disease-specific gene expression. Therefore, they not only add a new layer to the study of epigenetic changes in the progeroid syndrome, but also advance our understanding of the disease's pathology at the cellular level.
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Affiliation(s)
- Florian Köhler
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, Heidelberg, Germany
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Felix Bormann
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, Heidelberg, Germany
| | - Günter Raddatz
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, Heidelberg, Germany
| | - Julian Gutekunst
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, Heidelberg, Germany
| | - Samuel Corless
- Center for Molecular Biology of Heidelberg University (ZMBH), Im Neuenheimer Feld 282, 69120, Heidelberg, Germany
- DKFZ-ZMBH-Alliance, 69120, Heidelberg, Germany
- CellNetworks Excellence Cluster, Heidelberg University, 69120, Heidelberg, Germany
| | - Tanja Musch
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, Heidelberg, Germany
| | - Anke S Lonsdorf
- Department of Dermatology, University Hospital, Ruprecht-Karls University of Heidelberg, Heidelberg, Germany
| | - Sylvia Erhardt
- Center for Molecular Biology of Heidelberg University (ZMBH), Im Neuenheimer Feld 282, 69120, Heidelberg, Germany
- DKFZ-ZMBH-Alliance, 69120, Heidelberg, Germany
- CellNetworks Excellence Cluster, Heidelberg University, 69120, Heidelberg, Germany
| | - Frank Lyko
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, Heidelberg, Germany
| | - Manuel Rodríguez-Paredes
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, Heidelberg, Germany.
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7
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Solé-Boldo L, Raddatz G, Schütz S, Mallm JP, Rippe K, Lonsdorf AS, Rodríguez-Paredes M, Lyko F. Single-cell transcriptomes of the human skin reveal age-related loss of fibroblast priming. Commun Biol 2020; 3:188. [PMID: 32327715 PMCID: PMC7181753 DOI: 10.1038/s42003-020-0922-4] [Citation(s) in RCA: 195] [Impact Index Per Article: 48.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2019] [Accepted: 03/31/2020] [Indexed: 12/21/2022] Open
Abstract
Fibroblasts are an essential cell population for human skin architecture and function. While fibroblast heterogeneity is well established, this phenomenon has not been analyzed systematically yet. We have used single-cell RNA sequencing to analyze the transcriptomes of more than 5,000 fibroblasts from a sun-protected area in healthy human donors. Our results define four main subpopulations that can be spatially localized and show differential secretory, mesenchymal and pro-inflammatory functional annotations. Importantly, we found that this fibroblast 'priming' becomes reduced with age. We also show that aging causes a substantial reduction in the predicted interactions between dermal fibroblasts and other skin cells, including undifferentiated keratinocytes at the dermal-epidermal junction. Our work thus provides evidence for a functional specialization of human dermal fibroblasts and identifies the partial loss of cellular identity as an important age-related change in the human dermis. These findings have important implications for understanding human skin aging and its associated phenotypes.
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Affiliation(s)
- Llorenç Solé-Boldo
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, 69120, Heidelberg, Germany
| | - Günter Raddatz
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, 69120, Heidelberg, Germany
| | - Sabrina Schütz
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, 69120, Heidelberg, Germany
| | - Jan-Philipp Mallm
- Division of Chromatin Networks, German Cancer Research Center and Bioquant, 69120, Heidelberg, Germany
| | - Karsten Rippe
- Division of Chromatin Networks, German Cancer Research Center and Bioquant, 69120, Heidelberg, Germany
| | - Anke S Lonsdorf
- Department of Dermatology, University Hospital, Ruprecht-Karls University of Heidelberg, 69120, Heidelberg, Germany
| | - Manuel Rodríguez-Paredes
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, 69120, Heidelberg, Germany.
| | - Frank Lyko
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, 69120, Heidelberg, Germany.
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8
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Bormann F, Rodríguez-Paredes M, Lasitschka F, Edelmann D, Musch T, Benner A, Bergman Y, Dieter SM, Ball CR, Glimm H, Linhart HG, Lyko F. Cell-of-Origin DNA Methylation Signatures Are Maintained during Colorectal Carcinogenesis. Cell Rep 2019; 23:3407-3418. [PMID: 29898408 DOI: 10.1016/j.celrep.2018.05.045] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2018] [Revised: 04/16/2018] [Accepted: 05/14/2018] [Indexed: 12/12/2022] Open
Abstract
Colorectal adenomas are precursor lesions of colorectal cancers and represent clonal amplifications of single cells from colonic crypts. DNA methylation patterns specify cell-type identity during cellular differentiation and, therefore, provide opportunities for the molecular analysis of tumors. We have now analyzed DNA methylation patterns in colorectal adenomas and identified three biologically defined subclasses that describe different intestinal crypt differentiation stages. Importantly, colorectal carcinomas could be classified into the same methylation subtypes, reflecting their shared cell types of origin with adenomas. Further data analysis also revealed significantly reduced overall survival for one of the subtypes. Our results provide a concept for understanding the methylation patterns observed in colorectal cancer and provide opportunities for tumor subclassification and patient stratification.
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Affiliation(s)
- Felix Bormann
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, 69120 Heidelberg, Germany
| | - Manuel Rodríguez-Paredes
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, 69120 Heidelberg, Germany
| | - Felix Lasitschka
- Institute of Pathology, Heidelberg University Hospital, 69120 Heidelberg, Germany
| | - Dominic Edelmann
- Division of Biostatistics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Tanja Musch
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, 69120 Heidelberg, Germany
| | - Axel Benner
- Division of Biostatistics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Yehudit Bergman
- Department of Developmental Biology and Cancer Research, Institute for Medical Research Israel-Canada, Hebrew University Medical School, 91120 Jerusalem, Israel
| | - Sebastian M Dieter
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Claudia R Ball
- Department of Translational Medical Oncology, NCT-Dresden and DKFZ Heidelberg, 01307 Dresden, Germany
| | - Hanno Glimm
- Department of Translational Medical Oncology, NCT-Dresden and DKFZ Heidelberg, 01307 Dresden, Germany; University Hospital Carl Gustav Carus, Technische Universität Dresden, 01307 Dresden, Germany; German Cancer Consortium (DKTK), 69120 Heidelberg, Germany
| | - Heinz G Linhart
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, 69120 Heidelberg, Germany; Klinik Lindau, 88131 Lindau, Germany; Department of Gastroenterology, University Hospital Freiburg, 79160 Freiburg, Germany
| | - Frank Lyko
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, 69120 Heidelberg, Germany.
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9
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Köhler F, Rodríguez-Paredes M. DNA Methylation in Epidermal Differentiation, Aging, and Cancer. J Invest Dermatol 2019; 140:38-47. [PMID: 31427190 DOI: 10.1016/j.jid.2019.05.011] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2019] [Revised: 04/24/2019] [Accepted: 05/17/2019] [Indexed: 12/22/2022]
Abstract
The formation and maintenance of the epidermis depend on epidermal stem cell differentiation and must be tightly regulated. Epigenetic mechanisms such as DNA methylation allow the precise gene expression cascade needed during cellular differentiation. However, these mechanisms become deregulated during aging and tumorigenesis, where cellular function and identity become compromised. Here we provide a review of this rapidly developing field. We discuss recent discoveries related to epidermal homeostasis, aging, and cancer, including the functional role of DNA methyltransferases, the methylation clock, and the determination of tumor cells-of-origin. Finally, we focus on future advances, greatly influenced by single-cell sequencing technologies.
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Affiliation(s)
- Florian Köhler
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, Heidelberg, Germany; Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Manuel Rodríguez-Paredes
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, Heidelberg, Germany.
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10
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Bormann F, Rodríguez-Paredes M, Lasitschka F, Edelmann D, Benner A, Bergman Y, Ball CR, Glimm H, Linhart HG, Lyko F. Abstract 3305: Cell-of-origin differentiation stages define methylation-based subtypes of human colorectal adenomas and carcinomas. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-3305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: Colorectal adenomas are precursor lesions of colorectal cancers and represent clonal amplifications of single cells from colonic crypts. DNA methylation patterns specify cell-type identity during cellular differentiation and therefore provide novel opportunities for tumor subclassification and patient stratification.
Methods: Infinium 450k and EPIC data from of non-malignant colorectal adenomas was applied to a consensus clustering algorithm. This defined epigenetic subtypes that were subsequently tested for clinico-pathological features, such as morphology and mutation status. Additionally, the subtypes were compared with Infinium 450k data from colonic crypt sections and also colorectal cancer samples provided by The Cancer Genome Atlas. Finally, clinical significance was addressed by testing for subtype specific overall survival rates.
Results: The analysis of the adenoma dataset defined 3 distinct epigenetic subtypes of human premalignant lesions. These 3 subtypes also reflect 3 of 4 epigenetic subtypes identified in colorectal cancer. The fourth, cancer-specific subtype represents the previously known subclass defined by microsatellite instability phenotype and the CpG island methylator phenotype. Comparisons to Crypt section methylomes and to other reference methylomes revealed that the other 3 subtypes represent epigenetic programs reflecting various intestinal crypt cell differentiation stages. Patient survival correlated with the differentiation stages with a particular poor prognosis for patients with stem cell-related epigenetic signatures.
Conclusion: Our results establish a novel and clinically relevant approach for colorectal adenoma and cancer classification and illustrate how differences in the cell-type of origin shape the tumor methylome.
Citation Format: Felix Bormann, Manuel Rodríguez-Paredes, Felix Lasitschka, Dominic Edelmann, Axel Benner, Yehudit Bergman, Claudia R. Ball, Hanno Glimm, Heinz G. Linhart, Frank Lyko. Cell-of-origin differentiation stages define methylation-based subtypes of human colorectal adenomas and carcinomas [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 3305.
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Affiliation(s)
| | | | - Felix Lasitschka
- 2Institute of Pathology, Heidelberg University, Heidelberg, Germany
| | | | - Axel Benner
- 1German Cancer Research Center, Heidelberg, Germany
| | - Yehudit Bergman
- 3Cancer Research, Institute for Medical Research Israel-Canada, Jerusalem, Israel
| | | | - Hanno Glimm
- 4National Center for Tumor Diseases, Heidelberg, Germany
| | | | - Frank Lyko
- 1German Cancer Research Center, Heidelberg, Germany
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11
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Geyh S, Rodríguez-Paredes M, Jäger P, Koch A, Bormann F, Gutekunst J, Zilkens C, Germing U, Kobbe G, Lyko F, Haas R, Schroeder T. Transforming growth factor β1-mediated functional inhibition of mesenchymal stromal cells in myelodysplastic syndromes and acute myeloid leukemia. Haematologica 2018; 103:1462-1471. [PMID: 29773599 PMCID: PMC6119130 DOI: 10.3324/haematol.2017.186734] [Citation(s) in RCA: 43] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2017] [Accepted: 05/14/2018] [Indexed: 12/15/2022] Open
Abstract
Mesenchymal stromal cells are involved in the pathogenesis of myelodysplastic syndromes and acute myeloid leukemia, but the underlying mechanisms are incompletely understood. To further characterize the pathological phenotype we performed RNA sequencing of mesenchymal stromal cells from patients with myelodysplastic syndromes and acute myeloid leukemia and found a specific molecular signature of genes commonly deregulated in these disorders. Pathway analysis showed a strong enrichment of genes related to osteogenesis, senescence, inflammation and inhibitory cytokines, thereby reflecting the structural and functional deficits of mesenchymal stromal cells in myelodysplastic syndromes and acute myeloid leukemia on a molecular level. Further analysis identified transforming growth factor β1 as the most probable extrinsic trigger factor for this altered gene expression. Following exposure to transforming growth factor β1, healthy mesenchymal stromal cells developed functional deficits and adopted a phenotype reminiscent of that observed in patient-derived stromal cells. These suppressive effects of transforming growth factor β1 on stromal cell functionality were abrogated by SD-208, an established inhibitor of transforming growth factor β receptor signaling. Blockade of transforming growth factor β signaling by SD-208 also restored the osteogenic differentiation capacity of patient-derived stromal cells, thus confirming the role of transforming growth factor β1 in the bone marrow microenvironment of patients with myelodysplastic syndromes and acute myeloid leukemia. Our findings establish transforming growth factor β1 as a relevant trigger causing functional inhibition of mesenchymal stromal cells in myelodysplastic syndromes and acute myeloid leukemia and identify SD-208 as a candidate to revert these effects.
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Affiliation(s)
- Stefanie Geyh
- Department of Hematology, Oncology and Clinical Immunology, University of Duesseldorf, Medical Faculty, Germany
| | - Manuel Rodríguez-Paredes
- Department of Hematology, Oncology and Clinical Immunology, University of Duesseldorf, Medical Faculty, Germany.,Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, Heidelberg, Germany
| | - Paul Jäger
- Department of Hematology, Oncology and Clinical Immunology, University of Duesseldorf, Medical Faculty, Germany
| | - Annemarie Koch
- Department of Hematology, Oncology and Clinical Immunology, University of Duesseldorf, Medical Faculty, Germany
| | - Felix Bormann
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, Heidelberg, Germany
| | - Julian Gutekunst
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, Heidelberg, Germany
| | - Christoph Zilkens
- Department of Orthopedic Surgery, University of Duesseldorf, Medical Faculty, Germany
| | - Ulrich Germing
- Department of Hematology, Oncology and Clinical Immunology, University of Duesseldorf, Medical Faculty, Germany
| | - Guido Kobbe
- Department of Hematology, Oncology and Clinical Immunology, University of Duesseldorf, Medical Faculty, Germany
| | - Frank Lyko
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, Heidelberg, Germany
| | - Rainer Haas
- Department of Hematology, Oncology and Clinical Immunology, University of Duesseldorf, Medical Faculty, Germany
| | - Thomas Schroeder
- Department of Hematology, Oncology and Clinical Immunology, University of Duesseldorf, Medical Faculty, Germany
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12
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Rodríguez-Paredes M, Bormann F, Raddatz G, Gutekunst J, Lucena-Porcel C, Köhler F, Wurzer E, Schmidt K, Gallinat S, Wenck H, Röwert-Huber J, Denisova E, Feuerbach L, Park J, Brors B, Herpel E, Nindl I, Hofmann TG, Winnefeld M, Lyko F. Methylation profiling identifies two subclasses of squamous cell carcinoma related to distinct cells of origin. Nat Commun 2018; 9:577. [PMID: 29422656 PMCID: PMC5805678 DOI: 10.1038/s41467-018-03025-1] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2017] [Accepted: 01/15/2018] [Indexed: 12/20/2022] Open
Abstract
Cutaneous squamous cell carcinoma (cSCC) is the second most common skin cancer and usually progresses from a UV-induced precancerous lesion termed actinic keratosis (AK). Despite various efforts to characterize these lesions molecularly, the etiology of AK and its progression to cSCC remain partially understood. Here, we use Infinium MethylationEPIC BeadChips to interrogate the DNA methylation status in healthy, AK and cSCC epidermis samples. Importantly, we show that AK methylation patterns already display classical features of cancer methylomes and are highly similar to cSCC profiles. Further analysis identifies typical features of stem cell methylomes, such as reduced DNA methylation age, non-CpG methylation, and stem cell-related keratin and enhancer methylation patterns. Interestingly, this signature is detected only in half of the samples, while the other half shows patterns more closely related to healthy epidermis. These findings suggest the existence of two subclasses of AK and cSCC emerging from distinct keratinocyte differentiation stages.
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Affiliation(s)
- Manuel Rodríguez-Paredes
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, 69120, Heidelberg, Germany
| | - Felix Bormann
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, 69120, Heidelberg, Germany
| | - Günter Raddatz
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, 69120, Heidelberg, Germany
| | - Julian Gutekunst
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, 69120, Heidelberg, Germany
| | - Carlota Lucena-Porcel
- Institute of Pathology, Heidelberg University, 69120, Heidelberg, Germany
- Tissue Bank of the National Center for Tumor Diseases (NCT), 69120, Heidelberg, Germany
| | - Florian Köhler
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, 69120, Heidelberg, Germany
| | | | - Katrin Schmidt
- Research & Development, Beiersdorf AG, 20253, Hamburg, Germany
| | - Stefan Gallinat
- Research & Development, Beiersdorf AG, 20253, Hamburg, Germany
| | - Horst Wenck
- Research & Development, Beiersdorf AG, 20253, Hamburg, Germany
| | - Joachim Röwert-Huber
- Department of Dermatology, Venereology and Allergy, Charité, University Hospital, 10117, Berlin, Germany
| | - Evgeniya Denisova
- Division of Applied Bioinformatics, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
| | - Lars Feuerbach
- Division of Applied Bioinformatics, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
| | - Jeongbin Park
- Division of Theoretical Bioinformatics, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
| | - Benedikt Brors
- Division of Applied Bioinformatics, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
- National Center for Tumor Diseases (NCT), 69120, Heidelberg, Germany
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
| | - Esther Herpel
- Institute of Pathology, Heidelberg University, 69120, Heidelberg, Germany
- Tissue Bank of the National Center for Tumor Diseases (NCT), 69120, Heidelberg, Germany
| | - Ingo Nindl
- Department of Dermatology, Venereology and Allergy, Charité, University Hospital, 10117, Berlin, Germany
| | - Thomas G Hofmann
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, 69120, Heidelberg, Germany
| | - Marc Winnefeld
- Research & Development, Beiersdorf AG, 20253, Hamburg, Germany
| | - Frank Lyko
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, 69120, Heidelberg, Germany.
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13
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Molina-Pinelo S, Salinas A, Moreno-Mata N, Ferrer I, Suarez R, Andrés-León E, Rodríguez-Paredes M, Gutekunst J, Jantus-Lewintre E, Camps C, Carnero A, Paz-Ares L. Impact of DLK1-DIO3 imprinted cluster hypomethylation in smoker patients with lung cancer. Oncotarget 2018; 9:4395-4410. [PMID: 29435111 PMCID: PMC5796982 DOI: 10.18632/oncotarget.10611] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2015] [Accepted: 06/02/2016] [Indexed: 12/21/2022] Open
Abstract
DNA methylation is important for gene expression and genome stability, and its disruption is thought to play a key role in the initiation and progression of cancer and other diseases. The DLK1-DIO3 cluster has been shown to be imprinted in humans, and some of its components are relevant to diverse pathological processes. The purpose of this study was to assess the methylation patterns of the DLK1-DIO3 cluster in patients with lung cancer to study its relevance in the pathogenesis of this disease. We found a characteristic methylation pattern of this cluster in smoking associated lung cancer, as compared to normal lung tissue. This methylation profile is not patent however in lung cancer of never smokers nor in lung tissue of COPD patients. We found 3 deregulated protein-coding genes at this locus: one was hypermethylated (DIO3) and two were hypomethylated (DLK1 and RTL1). Statistically significant differences were also detected in two different families of SNORDs, two miRNA clusters and four lncRNAs (MEG3, MEG8, MEG9 and LINC00524). These findings were validated using data from the cancer genome atlas (TCGA) database. We have then showed an inverse correlation between DNA methylation and expression levels in 5 randomly selected genes. Several targets of miRNAs included in the DLK1-DIO3 cluster have been experimentally verified as tumor suppressors. All of these results suggest that the dysmethylation of the imprinted DLK1-DIO3 cluster could have a relevant role in the pathogenesis of lung cancer in current and former smokers and may be used for diagnostic and/or therapeutic purposes.
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Affiliation(s)
- Sonia Molina-Pinelo
- Instituto de Biomedicina de Sevilla (IBIS) (HUVR, CSIC, Universidad de Sevilla), Sevilla, Spain
- Medical Oncology Department, Hospital Universitario Doce de Octubre & Centro Nacional de Investigaciones Oncológicas (CNIO), Madrid, Spain
- CIBER de Cáncer, Madrid, Spain
| | - Ana Salinas
- Instituto de Biomedicina de Sevilla (IBIS) (HUVR, CSIC, Universidad de Sevilla), Sevilla, Spain
| | - Nicolás Moreno-Mata
- Thoracic Surgery Department, Hospital Universitario Virgen del Rocio, Sevilla, Spain
| | - Irene Ferrer
- Instituto de Biomedicina de Sevilla (IBIS) (HUVR, CSIC, Universidad de Sevilla), Sevilla, Spain
- Medical Oncology Department, Hospital Universitario Doce de Octubre & Centro Nacional de Investigaciones Oncológicas (CNIO), Madrid, Spain
- CIBER de Cáncer, Madrid, Spain
| | - Rocío Suarez
- Instituto de Biomedicina de Sevilla (IBIS) (HUVR, CSIC, Universidad de Sevilla), Sevilla, Spain
- Medical Oncology Department, Hospital Universitario Doce de Octubre & Centro Nacional de Investigaciones Oncológicas (CNIO), Madrid, Spain
- CIBER de Cáncer, Madrid, Spain
| | - Eduardo Andrés-León
- Instituto de Biomedicina de Sevilla (IBIS) (HUVR, CSIC, Universidad de Sevilla), Sevilla, Spain
| | - Manuel Rodríguez-Paredes
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, Heidelberg, Germany
- University Tumor Center Düsseldorf, University of Düsseldorf, Düsseldorf, Germany
| | - Julian Gutekunst
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, Heidelberg, Germany
| | - Eloisa Jantus-Lewintre
- Molecular Oncology Laboratory, Fundación para la Investigación del Hospital General Universitario de Valencia, Valencia, Spain
- Department of Biotechnology, Universitat Politècnica de Valencia, Valencia, Spain
| | - Carlos Camps
- Department of Medicine, University of Valencia, Valencia, Spain
- Department of Medical Oncology, Hospital General Universitario de Valencia, Valencia, Spain
| | - Amancio Carnero
- Instituto de Biomedicina de Sevilla (IBIS) (HUVR, CSIC, Universidad de Sevilla), Sevilla, Spain
- CIBER de Cáncer, Madrid, Spain
| | - Luis Paz-Ares
- Instituto de Biomedicina de Sevilla (IBIS) (HUVR, CSIC, Universidad de Sevilla), Sevilla, Spain
- Medical Oncology Department, Hospital Universitario Doce de Octubre & Centro Nacional de Investigaciones Oncológicas (CNIO), Madrid, Spain
- CIBER de Cáncer, Madrid, Spain
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14
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González-Vallinas M, Rodríguez-Paredes M, Albrecht M, Sticht C, Stichel D, Gutekunst J, Pitea A, Sass S, Sánchez-Rivera FJ, Lorenzo-Bermejo J, Schmitt J, De La Torre C, Warth A, Theis FJ, Müller NS, Gretz N, Muley T, Meister M, Tschaharganeh DF, Schirmacher P, Matthäus F, Breuhahn K. Epigenetically Regulated Chromosome 14q32 miRNA Cluster Induces Metastasis and Predicts Poor Prognosis in Lung Adenocarcinoma Patients. Mol Cancer Res 2018; 16:390-402. [PMID: 29330288 DOI: 10.1158/1541-7786.mcr-17-0334] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2017] [Revised: 09/18/2017] [Accepted: 12/08/2017] [Indexed: 11/16/2022]
Abstract
Most lung cancer deaths are related to metastases, which indicates the necessity of detecting and inhibiting tumor cell dissemination. Here, we aimed to identify miRNAs involved in metastasis of lung adenocarcinoma as prognostic biomarkers and therapeutic targets. To that end, lymph node metastasis-associated miRNAs were identified in The Cancer Genome Atlas lung adenocarcinoma patient cohort (sequencing data; n = 449) and subsequently validated by qRT-PCR in an independent clinical cohort (n = 108). Overexpression of miRNAs located on chromosome 14q32 was associated with metastasis in lung adenocarcinoma patients. Importantly, Kaplan-Meier analysis and log-rank test revealed that higher expression levels of individual 14q32 miRNAs (mir-539, mir-323b, and mir-487a) associated with worse disease-free survival of never-smoker patients. Epigenetic analysis including DNA methylation microarray data and bisulfite sequencing validation demonstrated that the induction of 14q32 cluster correlated with genomic hypomethylation of the 14q32 locus. CRISPR activation technology, applied for the first time to functionally study the increase of clustered miRNA levels in a coordinated manner, showed that simultaneous overexpression of 14q32 miRNAs promoted tumor cell migratory and invasive properties. Analysis of individual miRNAs by mimic transfection further illustrated that miR-323b-3p, miR-487a-3p, and miR-539-5p significantly contributed to the invasive phenotype through the indirect regulation of different target genes. In conclusion, overexpression of 14q32 miRNAs, associated with the respective genomic hypomethylation, promotes metastasis and correlates with poor patient prognosis in lung adenocarcinoma.Implications: This study points to chromosome 14q32 miRNAs as promising targets to inhibit tumor cell dissemination and to predict patient prognosis in lung adenocarcinoma. Mol Cancer Res; 16(3); 390-402. ©2018 AACR.
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Affiliation(s)
- Margarita González-Vallinas
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany.,Systems Biology of Signal Transduction, German Cancer Research Center, Heidelberg, Germany
| | | | - Marco Albrecht
- Center for Modeling and Simulation in the Biosciences (BIOMS), University of Heidelberg, Heidelberg, Germany.,Life Sciences Research Unit, University of Luxembourg, Luxembourg, Luxembourg
| | - Carsten Sticht
- Medical Research Centre, University of Heidelberg, Mannheim, Germany
| | - Damian Stichel
- Center for Modeling and Simulation in the Biosciences (BIOMS), University of Heidelberg, Heidelberg, Germany.,Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Julian Gutekunst
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, Heidelberg, Germany
| | - Adriana Pitea
- Institute of Computational Biology, Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany
| | - Steffen Sass
- Institute of Computational Biology, Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany
| | | | - Justo Lorenzo-Bermejo
- Institute of Medical Biometry and Informatics, University of Heidelberg, Heidelberg, Germany
| | - Jennifer Schmitt
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | | | - Arne Warth
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany.,Translational Lung Research Center Heidelberg (TLRC-H), member of the German Center for Lung Research (DZL), Heidelberg, Germany
| | - Fabian J Theis
- Institute of Computational Biology, Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany
| | - Nikola S Müller
- Institute of Computational Biology, Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany
| | - Norbert Gretz
- Medical Research Centre, University of Heidelberg, Mannheim, Germany
| | - Thomas Muley
- Translational Lung Research Center Heidelberg (TLRC-H), member of the German Center for Lung Research (DZL), Heidelberg, Germany.,Translational Research Unit, Thoraxklinik at the University Hospital Heidelberg, Heidelberg, Germany
| | - Michael Meister
- Translational Lung Research Center Heidelberg (TLRC-H), member of the German Center for Lung Research (DZL), Heidelberg, Germany.,Translational Research Unit, Thoraxklinik at the University Hospital Heidelberg, Heidelberg, Germany
| | - Darjus F Tschaharganeh
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany.,Helmholtz University Group "Cell Plasticity and Epigenetic Remodeling," German Cancer Research Center, Heidelberg, Germany
| | - Peter Schirmacher
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Franziska Matthäus
- Center for Modeling and Simulation in the Biosciences (BIOMS), University of Heidelberg, Heidelberg, Germany.,Center for Computational and Theoretical Biology, University of Würzburg, Würzburg, Germany
| | - Kai Breuhahn
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany.
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15
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Wiehle L, Raddatz G, Pusch S, Gutekunst J, von Deimling A, Rodríguez-Paredes M, Lyko F. mIDH-associated DNA hypermethylation in acute myeloid leukemia reflects differentiation blockage rather than inhibition of TET-mediated demethylation. Cell Stress 2017; 1:55-67. [PMID: 31225434 PMCID: PMC6551656 DOI: 10.15698/cst2017.10.106] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
Isocitrate dehydrogenases 1 and 2 (IDH1/2) are recurrently mutated in acute myeloid leukemia (AML), but their mechanistic role in leukemogenesis is poorly understood. The inhibition of TET enzymes by D-2-hydroxyglutarate (D-2-HG), which is produced by mutant IDH1/2 (mIDH1/2), has been suggested to promote epigenetic deregulation during tumorigenesis. In addition, mIDH also induces a differentiation block in various cell culture and mouse models. Here we analyze the genomic methylation patterns of AML patients with mIDH using Infinium 450K data from a large AML cohort and found that mIDH is associated with pronounced DNA hypermethylation at tens of thousands of CpGs. Interestingly, however, myeloid leukemia cells overexpressing mIDH, cells that were cultured in the presence of D-2-HG or TET2 mutant AML patients did not show similar methylation changes. In further analyses, we also characterized the methylation landscapes of myeloid progenitor cells and analyzed their relationship to mIDH-associated hypermethylation. Our findings identify the differentiation state of myeloid cells, rather than inhibition of TET-mediated DNA demethylation, as a major factor of mIDH-associated hypermethylation in AML. Furthermore, our results are also important for understanding the mode of action of currently developed mIDH inhibitors.
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Affiliation(s)
- Laura Wiehle
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center; 69120 Heidelberg, Germany
| | - Günter Raddatz
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center; 69120 Heidelberg, Germany
| | - Stefan Pusch
- German Consortium of Translational Cancer Research (DKTK), Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Department of Neuropathology, Institute of Pathology, Ruprecht-Karls-University Heidelberg, Heidelberg, Germany
| | - Julian Gutekunst
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center; 69120 Heidelberg, Germany
| | - Andreas von Deimling
- German Consortium of Translational Cancer Research (DKTK), Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Department of Neuropathology, Institute of Pathology, Ruprecht-Karls-University Heidelberg, Heidelberg, Germany
| | - Manuel Rodríguez-Paredes
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center; 69120 Heidelberg, Germany
| | - Frank Lyko
- Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center; 69120 Heidelberg, Germany
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16
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Bormann F, Rodríguez-Paredes M, Bergman Y, Linhart HG, Lyko F. Abstract 4350: Cell-of-origin differentiation stages define methylation-based subtypes of human colorectal cancer. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-4350] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: Colorectal cancer accounts for a significant fraction of cancer-related mortalities, but has proven to be surprisingly refractory to consensus pathological and molecular subclassification. Similarly, little is known about the molecular profiles of colorectal cancer cells-of-origin. DNA methylation is an important epigenomic marker of cellular identity and can therefore be used to infer cancer cells-of-origin.
Methods: Infinium 450k data from colorectal cancer samples provided by “The Cancer Genome Atlas” was applied to a consensus clustering algorithm. The identified epigenetic subgroups were tested for features including well established clinical parameters or subgroup specific gene expression. Additionally, the subgroups were compared with Infinium 450k data of non-malignant colorectal adenomas. Finally, clinical significance was addressed by testing for subgroup specific overall survival rates.
Results: Analysis of the TCGA dataset defined 5 distinct epigenetic subtypes of human colorectal cancer. These subgroups showed an overlap to the microsatellite instability phenotype and the CpG island methylator phenotype. Gene expression based analysis revealed that the subtypes also form a continuum of epigenetic programs reflecting various intestinal crypt cell differentiation stages. Patient survival correlated with the differentiation stage, with a particular poor prognosis for patients with stem cell-related signatures. Interestingly, its prognostic potential outperformed a recently established gene expression-based classifier. Finally, non-malignant colorectal adenomas could be classified into the same methylation subtypes, reflecting their shared cell-types of origin with carcinomas
Conclusion: Our results establish a novel and clinically relevant approach for colorectal cancer classification and illustrate how differences in the cell-type of origin shape the tumor methylome.
Citation Format: Felix Bormann, Manuel Rodríguez-Paredes, Yehudit Bergman, Heinz G. Linhart, Frank Lyko. Cell-of-origin differentiation stages define methylation-based subtypes of human colorectal cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 4350. doi:10.1158/1538-7445.AM2017-4350
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Affiliation(s)
| | | | - Yehudit Bergman
- 2Institute for Medical Research Israel-Canada, Hebrew University Medical School, Jerusalem, Israel
| | | | - Frank Lyko
- 1German Cancer Research Center, Heidelberg, Germany
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Rodríguez-Paredes M, Geyh S, Gazorpak M, Gutekunst J, Bormann F, Haas R, Schröder T, Lyko F. Abstract 2408: Epigenomic characterization of MSC from myeloid malignancies. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-2408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Ineffective hematopoiesis is a hallmark of myeloid malignancies such as Myelodysplastic Syndromes (MDS) or Acute Myeloid Leukemia (AML). Our previous research has shown that mesenchymal stromal cells (MSC), one of the main cellular regulatory components of the bone marrow niche and essential for the differentiation of new blood cells from Hematopoietic Stem Cells (HSC), are molecularly and functionally impaired in MDS and AML patients. More specifically, these cells display reduced proliferative and differentiation capacities, an increased cellular senescence, or the altered expression of key hematopoietic factors, defects that can provide an explanation for the cytopenia associated with these diseases. But most interestingly, we have also discovered that MDS- and AML-derived MSC present aberrant methylomes. Our data, based on 450k DNA methylation microarrays, show that these abnormalities are shared by the MSC from both malignancies and affect key transcription factors like TBX15, PITX2 or HOXB6, formerly linked to differentiation and development. This results can account for some of the defects observed in the disease-related MSC and represent an important paradigm for cancer-induced epigenetic changes in normal cells. Aiming to further explore the importance of this epigenetic deregulation, we performed RNAseq experiments using MSC from healthy donors as well as from MDS and AML patients. This approach not only suggests a profound impact of the epigenetic aberrancies on gene expression, but also allowed us to identify TGFβ as the soluble factor that, released by the malignant cells in the bone marrow, appears to trigger the above-mentioned defects in the MDS- and AML-derived MSC. Indeed, our results show that, when treated with TGFβ, healthy MSC undergo the deregulation of TBX15, PITX2 or HOXB6 and develop some of the observed aberrant phenotypes. Conversely, the treatment of MDS- and AML-derived MSC with a TGFβ antagonist like SD208 can abrogate these effects. Finally, our preliminary DNA methylation data reveal a very similar deregulation in the methylome of MSC from Multiple Myeloma (MM) patients, strongly suggesting that the same scenario could also be common to other hematological malignancies from the lymphoid branch.
Citation Format: Manuel Rodríguez-Paredes, Stefanie Geyh, Mahshid Gazorpak, Julian Gutekunst, Felix Bormann, Rainer Haas, Thomas Schröder, Frank Lyko. Epigenomic characterization of MSC from myeloid malignancies [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 2408. doi:10.1158/1538-7445.AM2017-2408
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Affiliation(s)
| | - Stefanie Geyh
- 2University of Düsseldorf Medical Faculty, Düsseldorf, Germany
| | | | | | | | - Rainer Haas
- 2University of Düsseldorf Medical Faculty, Düsseldorf, Germany
| | - Thomas Schröder
- 2University of Düsseldorf Medical Faculty, Düsseldorf, Germany
| | - Frank Lyko
- 1German Cancer Research Center, Heidelberg, Germany
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18
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González-Vallinas M, Albrecht M, Pitea A, Rodríguez-Paredes M, Stichel D, Sass S, Gutekunst J, Schmitt J, Muley T, Meister M, Warth A, Schirmacher P, Theis FJ, Müller NS, Matthäus F, Breuhahn K. Abstract 1945: Identification of a miRNA/mRNA network driving non-small cell lung cancer (NSCLC) dissemination. Cancer Res 2016. [DOI: 10.1158/1538-7445.am2016-1945] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background:
Non-small cell lung cancer (NSCLC) is one of the most aggressive tumor entities and first data indicate that microRNAs (miRNAs) are central regulators of NSCLC dissemination. Since each miRNA is able to modulate the expression of several transcripts, they are promising targets for the development of drugs that cause efficient antitumor effects and low resistance. However, the relevant network of miRNA/mRNA driving NSCLC metastasis has not been identified yet.
Methods:
The differential expression of miRNAs was compared between NSCLC samples from patients with and without lymph node metastasis (N1, N2 and N3 vs. N0) in a cohort of The Cancer Genomic Atlas (TCGA) database (n = 449). The dysregulation of the miRNAs in tumors versus normal lung samples (n = 39) was also analyzed. For validation, fresh-frozen samples from an independent patient cohort (n = 108) were analyzed by qRT-PCR. The role of selected miRNAs in tumor dissemination was assessed by migration and invasion experiments after transfection of respective antagomirs and agomirs in NSCLC cells (time-lapse microscopy). The novel algorithm “miRlastic” was used to identify potential miRNA targets through the integration of miRNA-mRNA expression data by negative multiple linear regression analysis. Moreover, differential methylation of the miRNA genomic locations was studied as a possible mechanism of miRNA dysregulation by analyzing Illumina Infinium 450 k DNA methylation TCGA data (n = 29).
Results:
By using a stringent selection process, we identified 135 miRNAs differentially induced or reduced in NSCLCs with lymph node metastasis (p≤0.05). Interestingly, 22/135 (16.3%) of the selected miRNAs were located in the chromosomal cluster 14q32.31. Elevated expression of miR-323b, miR-487a and miR-539, which are located in 14q32.31, significantly correlated with poor patient survival. Time-resolved and quantitative analysis of lateral migration illustrated that these miRNAs increased tumor migration without affecting cell viability. Moreover, miRlastic identified several metastasis-related genes as potential downstream targets of these miRNAs. The connection between miRNAs encoded in 14q32.31 and candidate targets was confirmed in NSCLC cell lines (e.g. Pumilio RNA-Binding Family Member-2; PUM2). Lastly, hypomethylation of the 14q32.31 cluster in tumor tissues might explain increased expression of these miRNAs.
Conclusions: Our results demonstrate that miRNAs located in the chromosomal cluster 14q32.31 are driving NSCLC dissemination. Therefore, we hypothesize that the coordinated overexpression of these miRNAs is part of a genetic network supporting cancer progression and that they represent promising cancer biomarkers and therapeutic targets.
Citation Format: Margarita González-Vallinas, Marco Albrecht, Adriana Pitea, Manuel Rodríguez-Paredes, Damian Stichel, Steffen Sass, Julian Gutekunst, Jennifer Schmitt, Thomas Muley, Michael Meister, Arne Warth, Peter Schirmacher, Fabian J. Theis, Nikola S. Müller, Franziska Matthäus, Kai Breuhahn. Identification of a miRNA/mRNA network driving non-small cell lung cancer (NSCLC) dissemination. [abstract]. In: Proceedings of the 107th Annual Meeting of the American Association for Cancer Research; 2016 Apr 16-20; New Orleans, LA. Philadelphia (PA): AACR; Cancer Res 2016;76(14 Suppl):Abstract nr 1945.
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Affiliation(s)
| | - Marco Albrecht
- 2Center for Modeling and Simulation in the Biosciences (BIOMS), University of Heidelberg, Heidelberg, Germany
| | - Adriana Pitea
- 3Institute of Computational Biology, Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany
| | - Manuel Rodríguez-Paredes
- 4University Tumor Center Düsseldorf, University of Düsseldorf, Medical Faculty, Düsseldorf; and Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, Heidelberg, Germany
| | - Damian Stichel
- 2Center for Modeling and Simulation in the Biosciences (BIOMS), University of Heidelberg, Heidelberg, Germany
| | - Steffen Sass
- 3Institute of Computational Biology, Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany
| | - Julian Gutekunst
- 5Division of Epigenetics, DKFZ-ZMBH Alliance, German Cancer Research Center, Heidelberg, Germany
| | - Jennifer Schmitt
- 1Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Thomas Muley
- 6Translational Research Unit, Thoraxklinik at the University Hospital Heidelberg, Heidelberg, Germany
| | - Michael Meister
- 6Translational Research Unit, Thoraxklinik at the University Hospital Heidelberg, Heidelberg, Germany
| | - Arne Warth
- 1Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Peter Schirmacher
- 1Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Fabian J. Theis
- 3Institute of Computational Biology, Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany
| | - Nikola S. Müller
- 3Institute of Computational Biology, Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany
| | - Franziska Matthäus
- 2Center for Modeling and Simulation in the Biosciences (BIOMS), University of Heidelberg, Heidelberg, Germany
| | - Kai Breuhahn
- 1Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
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19
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Petazzi P, Akizu N, García A, Estarás C, Martínez de Paz A, Rodríguez-Paredes M, Martínez-Balbás MA, Huertas D, Esteller M. An increase in MECP2 dosage impairs neural tube formation. Neurobiol Dis 2014; 67:49-56. [PMID: 24657916 DOI: 10.1016/j.nbd.2014.03.009] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2013] [Revised: 02/25/2014] [Accepted: 03/13/2014] [Indexed: 01/23/2023] Open
Abstract
Epigenetic mechanisms are fundamental for shaping the activity of the central nervous system (CNS). Methyl-CpG binding protein 2 (MECP2) acts as a bridge between methylated DNA and transcriptional effectors responsible for differentiation programs in neurons. The importance of MECP2 dosage in CNS is evident in Rett Syndrome and MECP2 duplication syndrome, which are neurodevelopmental diseases caused by loss-of-function mutations or duplication of the MECP2 gene, respectively. Although many studies have been performed on Rett syndrome models, little is known about the effects of an increase in MECP2 dosage. Herein, we demonstrate that MECP2 overexpression affects neural tube formation, leading to a decrease in neuroblast proliferation in the neural tube ventricular zone. Furthermore, an increase in MECP2 dose provokes premature differentiation of neural precursors accompanied by greater cell death, resulting in a loss of neuronal populations. Overall, our data indicate that correct MECP2 expression levels are required for proper nervous system development.
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Affiliation(s)
- Paolo Petazzi
- Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), 08908L'Hospitalet, Barcelona, Catalonia, Spain
| | - Naiara Akizu
- Department of Molecular Genomics, Instituto de Biología Molecular de Barcelona, Consejo Superior de Investigaciones Científicas, Barcelona, Catalonia, Spain
| | - Alejandra García
- Department of Molecular Genomics, Instituto de Biología Molecular de Barcelona, Consejo Superior de Investigaciones Científicas, Barcelona, Catalonia, Spain
| | - Conchi Estarás
- Department of Molecular Genomics, Instituto de Biología Molecular de Barcelona, Consejo Superior de Investigaciones Científicas, Barcelona, Catalonia, Spain
| | - Alexia Martínez de Paz
- Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), 08908L'Hospitalet, Barcelona, Catalonia, Spain
| | - Manuel Rodríguez-Paredes
- Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), 08908L'Hospitalet, Barcelona, Catalonia, Spain
| | - Marian A Martínez-Balbás
- Department of Molecular Genomics, Instituto de Biología Molecular de Barcelona, Consejo Superior de Investigaciones Científicas, Barcelona, Catalonia, Spain
| | - Dori Huertas
- Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), 08908L'Hospitalet, Barcelona, Catalonia, Spain.
| | - Manel Esteller
- Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), 08908L'Hospitalet, Barcelona, Catalonia, Spain; Department of Physiological Sciences II, School of Medicine, University of Barcelona, Barcelona, Catalonia, Spain; Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Catalonia, Spain.
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20
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Subtil-Rodríguez A, Vázquez-Chávez E, Ceballos-Chávez M, Rodríguez-Paredes M, Martín-Subero JI, Esteller M, Reyes JC. The chromatin remodeller CHD8 is required for E2F-dependent transcription activation of S-phase genes. Nucleic Acids Res 2013; 42:2185-96. [PMID: 24265227 PMCID: PMC3936757 DOI: 10.1093/nar/gkt1161] [Citation(s) in RCA: 57] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023] Open
Abstract
The precise regulation of S-phase-specific genes is critical for cell proliferation. How the repressive chromatin configuration mediated by the retinoblastoma protein and repressor E2F factors changes at the G1/S transition to allow transcription activation is unclear. Here we show ChIP-on-chip studies that reveal that the chromatin remodeller CHD8 binds ∼ 2000 transcriptionally active promoters. The spectrum of CHD8 target genes was enriched in E2F-dependent genes. We found that CHD8 binds E2F-dependent promoters at the G1/S transition but not in quiescent cells. Consistently, CHD8 was required for G1/S-specific expression of these genes and for cell cycle re-entry on serum stimulation of quiescent cells. We also show that CHD8 interacts with E2F1 and, importantly, loading of E2F1 and E2F3, but not E2F4, onto S-specific promoters, requires CHD8. However, CHD8 recruiting is independent of these factors. Recruiting of MLL histone methyltransferase complexes to S-specific promoters was also severely impaired in the absence of CHD8. Furthermore, depletion of CHD8 abolished E2F1 overexpression-dependent S-phase stimulation of serum-starved cells, highlighting the essential role of CHD8 in E2F-dependent transcription activation.
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Affiliation(s)
- Alicia Subtil-Rodríguez
- Molecular Biology Department, Centro Andaluz de Biología Molecular y Medicina Regenerativa (CABIMER), Consejo Superior de Investigaciones Científicas (CSIC), Av. Americo Vespucio 41092 Seville, Spain, Cancer Epigenetics and Biology Program, Bellvitge Biomedical Research Institute, L'Hospitalet, Barcelona, Spain and Department of Anatomic Pathology, Pharmacology and Microbiology, University of Barcelona, Spain
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21
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Rodríguez-Paredes M, Esteller M. A combined epigenetic therapy equals the efficacy of conventional chemotherapy in refractory advanced non-small cell lung cancer. Cancer Discov 2011; 1:557-9. [PMID: 22586680 DOI: 10.1158/2159-8290.cd-11-0271] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
A new study by Juergens and colleagues provides the first successful example of a combined epigenetic therapy capable of achieving results similar to those of conventional chemotherapy in refractory metastatic non-small cell lung cancer. Furthermore, the authors describe interesting blood-based DNA methylation biomarkers that may be useful in predicting clinical response.
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Affiliation(s)
- Manuel Rodríguez-Paredes
- Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Catalonia, Spain
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22
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Rodríguez-Paredes M, Ceballos-Chávez M, Esteller M, García-Domínguez M, Reyes JC. The chromatin remodeling factor CHD8 interacts with elongating RNA polymerase II and controls expression of the cyclin E2 gene. Nucleic Acids Res 2009; 37:2449-60. [PMID: 19255092 PMCID: PMC2677868 DOI: 10.1093/nar/gkp101] [Citation(s) in RCA: 71] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
CHD8 is a chromatin remodeling ATPase of the SNF2 family. We found that depletion of CHD8 impairs cell proliferation. In order to identify CHD8 target genes, we performed a transcriptomic analysis of CHD8-depleted cells, finding out that CHD8 controls the expression of cyclin E2 (CCNE2) and thymidylate synthetase (TYMS), two genes expressed in the G1/S transition of the cell cycle. CHD8 was also able to co-activate the CCNE2 promoter in transient transfection experiments. Chromatin immunoprecipitation experiments demonstrated that CHD8 binds directly to the 5' region of both CCNE2 and TYMS genes. Interestingly, both RNA polymerase II (RNAPII) and CHD8 bind constitutively to the 5' promoter-proximal region of CCNE2, regardless of the cell-cycle phase and, therefore, of the expression of CCNE2. The tandem chromodomains of CHD8 bind in vitro specifically to histone H3 di-methylated at lysine 4. However, CHD8 depletion does not affect the methylation levels of this residue. We also show that CHD8 associates with the elongating form of RNAPII, which is phosphorylated in its carboxy-terminal domain (CTD). Furthermore, CHD8-depleted cells are hypersensitive to drugs that inhibit RNAPII phosphorylation at serine 2, suggesting that CHD8 is required for an early step of the RNAPII transcription cycle.
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Affiliation(s)
- M Rodríguez-Paredes
- Centro Andaluz de Biología Molecular y Medicina Regenerativa (CABIMER), CSIC, Américo Vespucio s/n, E-41092 Sevilla, Spain
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