1
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Umhoefer JM, Arce MM, Whalen S, Dajani R, Goudy L, Kasinathan S, Belk JA, Zhang W, Zhou R, Subramanya S, Hernandez R, Tran C, Kirthivasan N, Freimer JW, Mowery CT, Nguyen V, Ota M, Gowen BG, Simeonov DR, Curie GL, Li Z, Corn JE, Chang HY, Gilbert LA, Satpathy AT, Pollard KS, Marson A. Cis-Regulatory Element and Transcription Factor Circuitry Required for Cell-Type Specific Expression of FOXP3. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2024.08.30.610436. [PMID: 39282425 PMCID: PMC11398386 DOI: 10.1101/2024.08.30.610436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 09/21/2024]
Abstract
FOXP3 is a lineage-defining transcription factor (TF) for immune-suppressive regulatory T cells (Tregs). While mice exclusively express FOXP3 in Tregs, humans also transiently express FOXP3 in stimulated conventional CD4+ T cells (Tconvs). Mechanisms governing these distinct expression patterns remain unknown. Here, we performed CRISPR screens tiling the FOXP3 locus and targeting TFs in human Tregs and Tconvs to discover cis-regulatory elements (CREs) and trans-regulators of FOXP3. Tconv FOXP3 expression depended on a subset of Treg CREs and Tconv-selective positive (TcNS+) and negative (TcNS-) CREs. The CREs are occupied and regulated by TFs we identified as critical regulators of FOXP3. Finally, mutagenesis of murine TcNS- revealed that it is critical for restriction of FOXP3 expression to Tregs. We discover CRE and TF circuitry controlling FOXP3 expression and reveal evolution of mechanisms regulating a gene indispensable to immune homeostasis.
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Affiliation(s)
- Jennifer M. Umhoefer
- Gladstone-UCSF Institute of Genomic Immunology, San Francisco, CA, USA
- Department of Medicine, University of California, San Francisco, CA, USA
- Biomedical Sciences Graduate Program, University of California, San Francisco, CA, USA
| | - Maya M. Arce
- Gladstone-UCSF Institute of Genomic Immunology, San Francisco, CA, USA
- Department of Medicine, University of California, San Francisco, CA, USA
- Biomedical Sciences Graduate Program, University of California, San Francisco, CA, USA
| | - Sean Whalen
- Gladstone Institute of Data Science and Biotechnology, San Francisco, CA, USA
| | - Rama Dajani
- Gladstone-UCSF Institute of Genomic Immunology, San Francisco, CA, USA
| | - Laine Goudy
- Gladstone-UCSF Institute of Genomic Immunology, San Francisco, CA, USA
- Department of Medicine, University of California, San Francisco, CA, USA
- Biomedical Sciences Graduate Program, University of California, San Francisco, CA, USA
| | - Sivakanthan Kasinathan
- Gladstone-UCSF Institute of Genomic Immunology, San Francisco, CA, USA
- Division of Allergy, Immunology, and Rheumatology, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
| | - Julia A. Belk
- Center for Personal Dynamic Regulomes, Stanford University School of Medicine, Stanford, CA, USA
| | - Wenxi Zhang
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
- Tetrad Graduate Program, University of California, San Francisco, CA, USA
| | - Royce Zhou
- Gladstone-UCSF Institute of Genomic Immunology, San Francisco, CA, USA
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | | | - Rosmely Hernandez
- Gladstone-UCSF Institute of Genomic Immunology, San Francisco, CA, USA
| | - Carinna Tran
- Gladstone-UCSF Institute of Genomic Immunology, San Francisco, CA, USA
| | - Nikhita Kirthivasan
- Gladstone-UCSF Institute of Genomic Immunology, San Francisco, CA, USA
- Biomedical Sciences Graduate Program, University of California, San Francisco, CA, USA
| | - Jacob W. Freimer
- Gladstone-UCSF Institute of Genomic Immunology, San Francisco, CA, USA
- Department of Medicine, University of California, San Francisco, CA, USA
- Department of Genetics, Stanford University, Stanford, CA, USA
| | - Cody T. Mowery
- Gladstone-UCSF Institute of Genomic Immunology, San Francisco, CA, USA
- Department of Medicine, University of California, San Francisco, CA, USA
- Biomedical Sciences Graduate Program, University of California, San Francisco, CA, USA
| | - Vinh Nguyen
- Gladstone-UCSF Institute of Genomic Immunology, San Francisco, CA, USA
- Department of Medicine, University of California, San Francisco, CA, USA
- Diabetes Center, University of California, San Francisco, CA, USA
- UCSF CoLabs, University of California, San Francisco, CA, USA
- Department of Surgery, University of California, San Francisco, CA, USA
| | - Mineto Ota
- Gladstone-UCSF Institute of Genomic Immunology, San Francisco, CA, USA
- Department of Medicine, University of California, San Francisco, CA, USA
- Department of Genetics, Stanford University, Stanford, CA, USA
| | - Benjamin G. Gowen
- Innovative Genomics Institute, University of California, Berkeley, CA, USA
- Department of Molecular and Cell Biology, University of California, Berkeley, CA, USA
| | - Dimitre R. Simeonov
- Department of Medicine, University of California, San Francisco, CA, USA
- Biomedical Sciences Graduate Program, University of California, San Francisco, CA, USA
| | - Gemma L. Curie
- Innovative Genomics Institute, University of California, Berkeley, CA, USA
- Department of Molecular and Cell Biology, University of California, Berkeley, CA, USA
| | - Zhongmei Li
- Gladstone-UCSF Institute of Genomic Immunology, San Francisco, CA, USA
- Department of Medicine, University of California, San Francisco, CA, USA
| | - Jacob E. Corn
- Department of Biology, Institute of Molecular Health Sciences, ETH Zürich, Switzerland
| | - Howard Y. Chang
- Center for Personal Dynamic Regulomes, Stanford University School of Medicine, Stanford, CA, USA
- Howard Hughes Medical Institute, Stanford University, Stanford, CA, USA
| | - Luke A. Gilbert
- Arc Institute, Palo Alto, CA, USA
- Department of Urology, University of California, San Francisco, CA, USA
| | - Ansuman T. Satpathy
- Gladstone-UCSF Institute of Genomic Immunology, San Francisco, CA, USA
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
- Parker Institute for Cancer Immunotherapy, San Francisco, CA, USA
| | - Katherine S. Pollard
- Gladstone Institute of Data Science and Biotechnology, San Francisco, CA, USA
- Institute for Human Genetics, University of California, San Francisco, CA, USA
- Department of Epidemiology and Biostatistics, University of California, San Francisco, CA, USA
- Chan Zuckerberg Biohub SF, San Francisco, CA, USA
| | - Alexander Marson
- Gladstone-UCSF Institute of Genomic Immunology, San Francisco, CA, USA
- Department of Medicine, University of California, San Francisco, CA, USA
- Innovative Genomics Institute, University of California, Berkeley, CA, USA
- Parker Institute for Cancer Immunotherapy, San Francisco, CA, USA
- Institute for Human Genetics, University of California, San Francisco, CA, USA
- UCSF Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA, USA
- Department of Microbiology and Immunology, University of California, San Francisco, CA, USA
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2
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Yao Y, Deng S, Ng JF, Yuan M, Chakraborty C, JoyWeiler V, Munshi N, Fulciniti M. Unlocking the therapeutic potential of selective CDK7 and BRD4 inhibition against multiple myeloma cell growth. Haematologica 2025; 110:153-162. [PMID: 39049606 PMCID: PMC11694116 DOI: 10.3324/haematol.2024.285491] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2024] [Accepted: 07/15/2024] [Indexed: 07/27/2024] Open
Abstract
Multiple myeloma (MM) is a plasma cell malignancy that is considered incurable despite the recent therapeutic advances. Effective targeted therapies are, therefore, needed. Our previous studies proved that inhibiting CDK7 impairs the cell cycle and metabolic programs by disrupting E2F1 and MYC transcriptional activities, making it an appealing therapeutic target for MM. Given that CDK7 and BRD4 operate in two distinct regulatory axes in MM, we hypothesized that targeting these two complementary pathways simultaneously would lead to a deeper and more durable response. Indeed, combination therapy had superior activity against MM cell growth and viability, and induced apoptosis to a greater extent than did single-agent therapy in both cell lines and patients' cells. This synergistic activity was also observed in Waldenström macroglobulinemia (WM) cells and with other inhibitors of E2F1 activity. Dual inhibition effectively impaired the MYC and E2F transcriptional programs and MM tumor growth and progression in xenograft animal models, providing evidence for the potential of combination therapy as a therapeutic strategy in MM and WM.
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Affiliation(s)
- Yao Yao
- Jerome Lipper Multiple Myeloma Disease Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA; Blood Disease Institute, Key Laboratory of Bone Marrow Stem Cell, Xuzhou Medical University, Xuzhou, China; The Affiliated Hospital of Xuzhou Medical University, Xuzhou
| | - Shuhui Deng
- Jerome Lipper Multiple Myeloma Disease Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA; State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin 300020
| | - Jessica Fong Ng
- Jerome Lipper Multiple Myeloma Disease Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Mei Yuan
- Blood Disease Institute, Key Laboratory of Bone Marrow Stem Cell, Xuzhou Medical University, Xuzhou
| | - Chandraditya Chakraborty
- Jerome Lipper Multiple Myeloma Disease Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Vera JoyWeiler
- Jerome Lipper Multiple Myeloma Disease Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Nikhil Munshi
- Jerome Lipper Multiple Myeloma Disease Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA; VA Boston Healthcare System, Boston, MA
| | - Mariateresa Fulciniti
- Jerome Lipper Multiple Myeloma Disease Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA.
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3
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Tang H, Yan H, Shivaram S, Lehman S, Sharma N, Smadbeck J, Zepeda-Mendoza C, Tian S, Asmann Y, Vachon C, Gaspar Maia A, Keats J, Bergsagel PL, Fonseca R, Stewart AK, Hsu JS, Kandasamy RK, Pandey A, Kaddoura MA, Maura F, Mitra A, Rajkumar SV, Kumar SK, Elhaik E, Braggio E, Baughn LB. Functional variant rs9344 at 11q13.3 regulates CCND1 expression in multiple myeloma with t(11;14). Leukemia 2025; 39:42-50. [PMID: 39402215 PMCID: PMC11717701 DOI: 10.1038/s41375-024-02363-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Revised: 07/18/2024] [Accepted: 07/23/2024] [Indexed: 01/11/2025]
Abstract
Multiple myeloma (MM) is a plasma cell (PC) malignancy characterized by cytogenetic abnormalities, such as t(11;14)(q13;q32), resulting in CCND1 overexpression. The rs9344 G allele within CCND1 is the most significant susceptibility allele for t(11;14). Sequencing data from 2 independent cohorts, CoMMpass (n = 698) and Mayo Clinic (n = 661), confirm the positive association between the G allele and t(11;14). Among 80% of individuals heterozygous for rs9344 with t(11;14), the t(11;14) event occurs on the G allele, demonstrating a biological preference for the G allele in t(11;14). Within t(11;14), the G allele is associated with higher CCND1 expression and elevated H3K27ac and H3K4me3. CRISPR/Cas9 mediated A to G conversion resulted in increased H3K27ac over CCND1 and elevated CCND1 expression. ENCODE ChIP-seq data supported a PAX5 binding site within the enhancer region covering rs9344, showing preferential binding to the G allele. Overexpression of PAX5 resulted in increased CCND1 expression. These results support the importance of rs9344 G enhancer in increasing CCND1 expression in MM.
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Affiliation(s)
- Hongwei Tang
- Division of Hematopathology, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Huihuang Yan
- Division of Computational Biology, Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Suganti Shivaram
- Division of Hematopathology, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Stacey Lehman
- Division of Hematopathology, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Neeraj Sharma
- Division of Hematopathology, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - James Smadbeck
- Center for Individualized Medicine-Biomarker Discovery, Mayo Clinic, Rochester, MN, USA
| | - Cinthya Zepeda-Mendoza
- Division of Hematopathology, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Shulan Tian
- Division of Computational Biology, Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Yan Asmann
- Division of Computational Biology, Department of Health Sciences Research, Mayo Clinic, Jacksonville, FL, USA
| | - Celine Vachon
- Division of Epidemiology, Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Alexandre Gaspar Maia
- Division of Experimental Pathology and Laboratory Medicine, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Jonathan Keats
- Integrated Cancer Genomics, Translational Genomics Research Institute (TGen), Phoenix, AZ, USA
| | - P Leif Bergsagel
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Scottsdale, AZ, USA
| | - Rafael Fonseca
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Scottsdale, AZ, USA
| | | | - Joel-Sean Hsu
- Department of Biochemistry and Molecular Biology, Mayo Clinic, Rochester, MN, USA
| | - Richard K Kandasamy
- Division of Computational Biology, Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
- Division of Experimental Pathology and Laboratory Medicine, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
- Center for Individualized Medicine, Mayo Clinic, Rochester, MN, USA
| | - Akhilesh Pandey
- Division of Experimental Pathology and Laboratory Medicine, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
- Center for Individualized Medicine, Mayo Clinic, Rochester, MN, USA
- Manipal Academy of Higher Education, Manipal, Karnataka, India
| | - Marcella A Kaddoura
- Division of Myeloma, Department of Medicine, Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL, USA
| | - Francesco Maura
- Division of Myeloma, Department of Medicine, Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL, USA
| | - Amit Mitra
- Drug Discovery and Development, Auburn University, Auburn, AL, USA
| | - S Vincent Rajkumar
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Shaji K Kumar
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Eran Elhaik
- Department of Biology, Lund University, Lund, Sweden
| | - Esteban Braggio
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Scottsdale, AZ, USA
| | - Linda B Baughn
- Division of Hematopathology, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA.
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4
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Chen YJC, Bhaskara GB, Lu Y, Lin K, Dent SYR. The SAGA acetyltransferase module is required for the maintenance of MAF and MYC oncogenic gene expression programs in multiple myeloma. Genes Dev 2024; 38:738-754. [PMID: 39168636 PMCID: PMC11444170 DOI: 10.1101/gad.351789.124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Accepted: 07/31/2024] [Indexed: 08/23/2024]
Abstract
Despite recent advances in therapeutic treatments, multiple myeloma (MM) remains an incurable malignancy. Epigenetic factors contribute to the initiation, progression, relapse, and clonal heterogeneity in MM, but our knowledge on epigenetic mechanisms underlying MM development is far from complete. The SAGA complex serves as a coactivator in transcription and catalyzes acetylation and deubiquitylation. Analyses of data sets in the Cancer Dependency Map Project revealed that many SAGA components are selective dependencies in MM. To define SAGA-specific functions, we focused on ADA2B, the only subunit in the lysine acetyltransferase (KAT) module that specifically functions in SAGA. Integration of RNA sequencing (RNA-seq), assay for transposase-accessible chromatin with sequencing (ATAC-seq), and cleavage under targets and release using nuclease assay (CUT&RUN) results identified pathways directly regulated by ADA2B including MTORC1 signaling and oncogenic programs driven by MYC, E2F, and MM-specific MAF. We discovered that ADA2B is recruited to MAF and MYC gene targets, and that MAF shares a majority of its targets with MYC in MM cells. Furthermore, we found that the SANT domain of ADA2B is required for interaction with both GCN5 and PCAF acetyltransferases, incorporation into SAGA, and ADA2B protein stability. Our findings uncover previously unknown SAGA KAT module-dependent mechanisms controlling MM cell growth, revealing a vulnerability that might be exploited for future development of MM therapy.
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Affiliation(s)
- Ying-Jiun C Chen
- Department of Epigenetics and Molecular Carcinogenesis, The University of Texas MD Anderson Cancer Center, Houston, Texas 77054, USA;
- Center for Cancer Epigenetics, The University of Texas MD Anderson Cancer Center, Houston, Texas 77054, USA
| | - Govinal Badiger Bhaskara
- Department of Epigenetics and Molecular Carcinogenesis, The University of Texas MD Anderson Cancer Center, Houston, Texas 77054, USA
- Center for Cancer Epigenetics, The University of Texas MD Anderson Cancer Center, Houston, Texas 77054, USA
| | - Yue Lu
- Department of Epigenetics and Molecular Carcinogenesis, The University of Texas MD Anderson Cancer Center, Houston, Texas 77054, USA
- Center for Cancer Epigenetics, The University of Texas MD Anderson Cancer Center, Houston, Texas 77054, USA
| | - Kevin Lin
- Department of Epigenetics and Molecular Carcinogenesis, The University of Texas MD Anderson Cancer Center, Houston, Texas 77054, USA
- Center for Cancer Epigenetics, The University of Texas MD Anderson Cancer Center, Houston, Texas 77054, USA
| | - Sharon Y R Dent
- Department of Epigenetics and Molecular Carcinogenesis, The University of Texas MD Anderson Cancer Center, Houston, Texas 77054, USA;
- Center for Cancer Epigenetics, The University of Texas MD Anderson Cancer Center, Houston, Texas 77054, USA
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5
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Tran NT, Graf R, Acevedo-Ochoa E, Trombke J, Weber T, Sommermann T, Salomon C, Kühn R, Rajewsky K, Chu VT. In vivo CRISPR/Cas9-mediated screen reveals a critical function of TFDP1 and E2F4 transcription factors in hematopoiesis. Leukemia 2024; 38:2003-2015. [PMID: 39043964 PMCID: PMC11347378 DOI: 10.1038/s41375-024-02357-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Revised: 07/10/2024] [Accepted: 07/15/2024] [Indexed: 07/25/2024]
Abstract
Hematopoiesis is a continuous process of blood cell production driven by hematopoietic stem and progenitor cells (HSPCs) in the bone marrow. Proliferation and differentiation of HSPCs are regulated by complex transcriptional networks. In order to identify transcription factors with key roles in HSPC-mediated hematopoietic reconstitution, we developed an efficient and robust CRISPR/Cas9-based in vivo genetic screen. Using this experimental system, we identified the TFDP1 transcription factor to be essential for HSPC proliferation and post-transplant hematopoiesis. We further discovered that E2F4, an E2F transcription factor, serves as a binding partner of TFDP1 and is required for HSPC proliferation. Deletion of TFDP1 caused downregulation of genes associated with the cell cycle, with around 50% of these genes being identified as direct targets of TFDP1 and E2F4. Thus, our study expands the transcriptional network governing hematopoietic development through an in vivo CRISPR/Cas9-based genetic screen and identifies TFDP1/E2F4 as positive regulators of cell cycle genes in HSPCs.
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Affiliation(s)
- Ngoc Tung Tran
- Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association (MDC), Immune Regulation and Cancer, Berlin, Germany.
- Department of Pediatrics, Herman B Wells Center for Pediatric Research, Indiana University School of Medicine, Indianapolis, IN, USA.
| | - Robin Graf
- Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association (MDC), Immune Regulation and Cancer, Berlin, Germany
- Charité - Universitätsmedizin Berlin, Berlin, 13125, Germany
- Muscle Research Unit, Experimental and Clinical Research Center, a cooperation between the Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association and the Charité - Universitätsmedizin, Berlin, Germany
| | - Ernesto Acevedo-Ochoa
- Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association (MDC), Immune Regulation and Cancer, Berlin, Germany
| | - Janine Trombke
- Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association (MDC), Immune Regulation and Cancer, Berlin, Germany
| | - Timm Weber
- Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association (MDC), Immune Regulation and Cancer, Berlin, Germany
- Biobank OWL (BOWL), Medical School OWL, Bielefeld University, Bielefeld, Germany
| | - Thomas Sommermann
- Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association (MDC), Immune Regulation and Cancer, Berlin, Germany
- Dynamic42 GmbH, Jena, Germany
| | - Claudia Salomon
- Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association (MDC), Immune Regulation and Cancer, Berlin, Germany
| | - Ralf Kühn
- Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association (MDC), Genome Engineering & Disease Models, Berlin, Germany
| | - Klaus Rajewsky
- Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association (MDC), Immune Regulation and Cancer, Berlin, Germany.
| | - Van Trung Chu
- Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association (MDC), Immune Regulation and Cancer, Berlin, Germany.
- Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association (MDC), Genome Engineering & Disease Models, Berlin, Germany.
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6
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Yi W, Dziadowicz SA, Mangano RS, Wang L, McBee J, Frisch SM, Hazlehurst LA, Adjeroh DA, Hu G. Molecular Signatures of CB-6644 Inhibition of the RUVBL1/2 Complex in Multiple Myeloma. Int J Mol Sci 2024; 25:9022. [PMID: 39201707 PMCID: PMC11354775 DOI: 10.3390/ijms25169022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2024] [Revised: 08/09/2024] [Accepted: 08/18/2024] [Indexed: 09/03/2024] Open
Abstract
Multiple myeloma is the second most hematological cancer. RUVBL1 and RUVBL2 form a subcomplex of many chromatin remodeling complexes implicated in cancer progression. As an inhibitor specific to the RUVBL1/2 complex, CB-6644 exhibits remarkable anti-tumor activity in xenograft models of Burkitt's lymphoma and multiple myeloma (MM). In this work, we defined transcriptional signatures corresponding to CB-6644 treatment in MM cells and determined underlying epigenetic changes in terms of chromatin accessibility. CB-6644 upregulated biological processes related to interferon response and downregulated those linked to cell proliferation in MM cells. Transcriptional regulator inference identified E2Fs as regulators for downregulated genes and MED1 and MYC as regulators for upregulated genes. CB-6644-induced changes in chromatin accessibility occurred mostly in non-promoter regions. Footprinting analysis identified transcription factors implied in modulating chromatin accessibility in response to CB-6644 treatment, including ATF4/CEBP and IRF4. Lastly, integrative analysis of transcription responses to various chemical compounds of the molecular signature genes from public gene expression data identified CB-5083, a p97 inhibitor, as a synergistic candidate with CB-6644 in MM cells, but experimental validation refuted this hypothesis.
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Affiliation(s)
- Weijun Yi
- Department of Microbiology, Immunology & Cell Biology, West Virginia University, Morgantown, WV 26505, USA; (W.Y.); (S.A.D.); (R.S.M.); (L.W.); (J.M.)
- Lane Department of Computer Science & Electrical Engineering, West Virginia University, Morgantown, WV 26506, USA
| | - Sebastian A. Dziadowicz
- Department of Microbiology, Immunology & Cell Biology, West Virginia University, Morgantown, WV 26505, USA; (W.Y.); (S.A.D.); (R.S.M.); (L.W.); (J.M.)
| | - Rachel S. Mangano
- Department of Microbiology, Immunology & Cell Biology, West Virginia University, Morgantown, WV 26505, USA; (W.Y.); (S.A.D.); (R.S.M.); (L.W.); (J.M.)
- Division of Clinical Pharmacology, Departments of Medicine and Pharmacology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Lei Wang
- Department of Microbiology, Immunology & Cell Biology, West Virginia University, Morgantown, WV 26505, USA; (W.Y.); (S.A.D.); (R.S.M.); (L.W.); (J.M.)
| | - Joseph McBee
- Department of Microbiology, Immunology & Cell Biology, West Virginia University, Morgantown, WV 26505, USA; (W.Y.); (S.A.D.); (R.S.M.); (L.W.); (J.M.)
| | - Steven M. Frisch
- Department of Biochemistry and Molecular Medicine, West Virginia University, Morgantown, WV 26506, USA;
| | - Lori A. Hazlehurst
- Department of Pharmaceutical Sciences, School of Pharmacy, West Virginia University, Morganton, WV 26506, USA;
- WVU Cancer Institute, West Virginia University, Morgantown, WV 26506, USA
| | - Donald A. Adjeroh
- Lane Department of Computer Science & Electrical Engineering, West Virginia University, Morgantown, WV 26506, USA
| | - Gangqing Hu
- Department of Microbiology, Immunology & Cell Biology, West Virginia University, Morgantown, WV 26505, USA; (W.Y.); (S.A.D.); (R.S.M.); (L.W.); (J.M.)
- WVU Cancer Institute, West Virginia University, Morgantown, WV 26506, USA
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7
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Xiong S, Zhou J, Tan TK, Chung TH, Tan TZ, Toh SHM, Tang NXN, Jia Y, See YX, Fullwood MJ, Sanda T, Chng WJ. Super enhancer acquisition drives expression of oncogenic PPP1R15B that regulates protein homeostasis in multiple myeloma. Nat Commun 2024; 15:6810. [PMID: 39122682 PMCID: PMC11316114 DOI: 10.1038/s41467-024-50910-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Accepted: 07/25/2024] [Indexed: 08/12/2024] Open
Abstract
Multiple myeloma is a hematological malignancy arising from immunoglobulin-secreting plasma cells. It remains poorly understood how chromatin rewiring of regulatory elements contributes to tumorigenesis and therapy resistance in myeloma. Here we generate a high-resolution contact map of myeloma-associated super-enhancers by integrating H3K27ac ChIP-seq and HiChIP from myeloma cell lines, patient-derived myeloma cells and normal plasma cells. Our comprehensive transcriptomic and phenomic analyses prioritize candidate genes with biological and clinical implications in myeloma. We show that myeloma cells frequently acquire SE that transcriptionally activate an oncogene PPP1R15B, which encodes a regulatory subunit of the holophosphatase complex that dephosphorylates translation initiation factor eIF2α. Epigenetic silencing or knockdown of PPP1R15B activates pro-apoptotic eIF2α-ATF4-CHOP pathway, while inhibiting protein synthesis and immunoglobulin production. Pharmacological inhibition of PPP1R15B using Raphin1 potentiates the anti-myeloma effect of bortezomib. Our study reveals that myeloma cells are vulnerable to perturbation of PPP1R15B-dependent protein homeostasis, highlighting a promising therapeutic strategy.
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Affiliation(s)
- Sinan Xiong
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
| | - Jianbiao Zhou
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore.
- NUS Centre for Cancer Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
| | - Tze King Tan
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
| | - Tae-Hoon Chung
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
| | - Tuan Zea Tan
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
| | - Sabrina Hui-Min Toh
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
| | - Nicole Xin Ning Tang
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
| | - Yunlu Jia
- Department of Surgical Oncology, Sir Run Run Shaw Hospital, Zhejiang University, Hangzhou, China
| | - Yi Xiang See
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
| | - Melissa Jane Fullwood
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
- NUS Centre for Cancer Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- School of Biological Sciences, Nanyang Technological University, Singapore, Singapore
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research, Singapore, Singapore
| | - Takaomi Sanda
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
| | - Wee-Joo Chng
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore.
- NUS Centre for Cancer Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
- Department of Hematology-Oncology, National University Cancer Institute of Singapore (NCIS), National University Health System (NUHS), Singapore, Singapore.
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8
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Binder M, Szalat RE, Talluri S, Fulciniti M, Avet-Loiseau H, Parmigiani G, Samur MK, Munshi NC. Bone marrow stromal cells induce chromatin remodeling in multiple myeloma cells leading to transcriptional changes. Nat Commun 2024; 15:4139. [PMID: 38755155 PMCID: PMC11098817 DOI: 10.1038/s41467-024-47793-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Accepted: 04/12/2024] [Indexed: 05/18/2024] Open
Abstract
The natural history of multiple myeloma is characterized by its localization to the bone marrow and its interaction with bone marrow stromal cells. The bone marrow stromal cells provide growth and survival signals, thereby promoting the development of drug resistance. Here, we show that the interaction between bone marrow stromal cells and myeloma cells (using human cell lines) induces chromatin remodeling of cis-regulatory elements and is associated with changes in the expression of genes involved in the cell migration and cytokine signaling. The expression of genes involved in these stromal interactions are observed in extramedullary disease in patients with myeloma and provides the rationale for survival of myeloma cells outside of the bone marrow microenvironment. Expression of these stromal interaction genes is also observed in a subset of patients with newly diagnosed myeloma and are akin to the transcriptional program of extramedullary disease. The presence of such adverse stromal interactions in newly diagnosed myeloma is associated with accelerated disease dissemination, predicts the early development of therapeutic resistance, and is of independent prognostic significance. These stromal cell induced transcriptomic and epigenomic changes both predict long-term outcomes and identify therapeutic targets in the tumor microenvironment for the development of novel therapeutic approaches.
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Affiliation(s)
- Moritz Binder
- Department of Medical Oncology, Dana Farber Cancer Institute, Boston, MA, USA
| | - Raphael E Szalat
- Department of Medical Oncology, Dana Farber Cancer Institute, Boston, MA, USA
- Department of Data Science, Dana Farber Cancer Institute, Boston, MA, USA
| | - Srikanth Talluri
- Department of Medical Oncology, Dana Farber Cancer Institute, Boston, MA, USA
| | | | - Hervé Avet-Loiseau
- University Cancer Center of Toulouse, Institut National de la Santé, Toulouse, France
| | - Giovanni Parmigiani
- Department of Data Science, Dana Farber Cancer Institute, Boston, MA, USA
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Mehmet K Samur
- Department of Data Science, Dana Farber Cancer Institute, Boston, MA, USA.
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
| | - Nikhil C Munshi
- Department of Medical Oncology, Dana Farber Cancer Institute, Boston, MA, USA.
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9
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Chen YJC, Bhaskara GB, Lu Y, Lin K, Dent SYR. The SAGA acetyltransferase module is required for the maintenance of MAF and MYC oncogenic gene expression programs in multiple myeloma. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.03.26.586811. [PMID: 38585845 PMCID: PMC10996596 DOI: 10.1101/2024.03.26.586811] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/09/2024]
Abstract
Despite recent advances in therapeutic treatments, multiple myeloma (MM) remains an incurable malignancy. Epigenetic factors contribute to the initiation, progression, relapse, and clonal heterogeneity in MM, but our knowledge on epigenetic mechanisms underlying MM development is far from complete. The SAGA complex serves as a coactivator in transcription and catalyzes acetylation and deubiquitylation. Analyses of datasets in the Cancer Dependency Map Project revealed many SAGA components are selective dependencies in MM. To define SAGA-specific functions, we focused on ADA2B, the only subunit in the lysine acetyltransferase (KAT) module that specifically functions in SAGA. Integration of RNA-seq, ATAC-seq, and CUT&RUN results identified pathways directly regulated by ADA2B include MTORC1 signaling, MYC, E2F, and MM-specific MAF oncogenic programs. We discovered that ADA2B is recruited to MAF and MYC gene targets, and that MAF shares a majority of its targets with MYC in MM cells. Furthermore, we found the SANT domain of ADA2B is required for interaction with both GCN5 and PCAF acetyltransferases, incorporation into SAGA, and ADA2B protein stability. Our findings uncover previously unknown SAGA KAT module-dependent mechanisms controlling MM cell growth, revealing a vulnerability that might be exploited for future development of MM therapy.
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Affiliation(s)
- Ying-Jiun C. Chen
- Department of Epigenetics and Molecular Carcinogenesis, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- The Center for Cancer Epigenetics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Govinal Badiger Bhaskara
- Department of Epigenetics and Molecular Carcinogenesis, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- The Center for Cancer Epigenetics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Yue Lu
- Department of Epigenetics and Molecular Carcinogenesis, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- The Center for Cancer Epigenetics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Kevin Lin
- Department of Epigenetics and Molecular Carcinogenesis, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- The Center for Cancer Epigenetics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sharon Y. R. Dent
- Department of Epigenetics and Molecular Carcinogenesis, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- The Center for Cancer Epigenetics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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10
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Ma H, Qu J, Liao Y, Liu L, Yan M, Wei Y, Xu W, Luo J, Dai Y, Pang Z, Qu Q. Equilibrative nucleotide transporter ENT3 (SLC29A3): A unique transporter for inherited disorders and cancers. Exp Cell Res 2024; 434:113892. [PMID: 38104646 DOI: 10.1016/j.yexcr.2023.113892] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Revised: 12/07/2023] [Accepted: 12/12/2023] [Indexed: 12/19/2023]
Abstract
As a crucial gene associated with diseases, the SLC29A3 gene encodes the equilibrative nucleoside transporter 3 (ENT3). ENT3 plays an essential regulatory role in transporting intracellular hydrophilic nucleosides, nucleotides, hydrophilic anticancer and antiviral nucleoside drugs, energy metabolism, subcellular localization, protein stability, and signal transduction. The mutation and inactivation of SLC29A3 are intimately linked to the occurrence, development, and prognosis of various human tumors. Moreover, many hereditary human diseases, such as H syndrome, pigmentary hypertrichosis and non-autoimmune insulin-dependent diabetes mellitus (PHID) syndrome, Faisalabad histiocytosis (FHC), are related to SLC29A3 mutations. This review explores the mechanisms of SLC29A3 mutations and expression alterations in inherited disorders and cancers. Additionally, we compile studies on the inhibition of ENT3, which may serve as an effective strategy to potentiate the anticancer activity of chemotherapy. Thus, the synopsis of genetics, permeant function and drug therapy of ENT3 provides a new theoretical and empirical foundation for the diagnosis, prognosis of evaluation and treatment of various related diseases.
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Affiliation(s)
- Hongying Ma
- Department of Pharmacy, Xiangya Hospital, Central South University, Changsha, 410008, People's Republic of China; Institute for Rational and Safe Medication Practices, National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, 410008, People's Republic of China; Hunan Key Laboratory of the Research and Development of Novel Pharmaceutical Preparations, Changsha Medical University, Changsha, 410219, People's Republic of China
| | - Jian Qu
- Department of Pharmacy, The Second Xiangya Hospital, Institute of Clinical Pharmacy, Central South University, Changsha, 410011, People's Republic of China; Hunan Key Laboratory of the Research and Development of Novel Pharmaceutical Preparations, Changsha Medical University, Changsha, 410219, People's Republic of China
| | - Yongkang Liao
- Department of Biochemistry and Molecular Biology, School of Life Sciences, Central South University, Changsha, People's Republic of China
| | - Linxin Liu
- Department of Hematology, Xiangya Hospital, Central South University, Changsha, 410008, People's Republic of China
| | - Min Yan
- Department of Pharmacy, Xiangya Hospital, Central South University, Changsha, 410008, People's Republic of China; Institute for Rational and Safe Medication Practices, National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, 410008, People's Republic of China
| | - Yiwen Wei
- Department of Pharmacy, The Second Xiangya Hospital, Institute of Clinical Pharmacy, Central South University, Changsha, 410011, People's Republic of China
| | - Weixin Xu
- Department of Pharmacy, The Second Xiangya Hospital, Institute of Clinical Pharmacy, Central South University, Changsha, 410011, People's Republic of China
| | - Jian Luo
- Department of Pharmacy, Xiangya Hospital, Central South University, Changsha, 410008, People's Republic of China; Institute for Rational and Safe Medication Practices, National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, 410008, People's Republic of China
| | - Yuxin Dai
- Department of Biochemistry and Molecular Biology, School of Life Sciences, Central South University, Changsha, People's Republic of China
| | - Zicheng Pang
- Department of Pharmacy, Xiangya Hospital, Central South University, Changsha, 410008, People's Republic of China
| | - Qiang Qu
- Department of Pharmacy, Xiangya Hospital, Central South University, Changsha, 410008, People's Republic of China; Institute for Rational and Safe Medication Practices, National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, 410008, People's Republic of China; Hunan Key Laboratory of the Research and Development of Novel Pharmaceutical Preparations, Changsha Medical University, Changsha, 410219, People's Republic of China.
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11
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Oger F, Bourouh C, Friano ME, Courty E, Rolland L, Gromada X, Moreno M, Carney C, Rabhi N, Durand E, Amanzougarene S, Berberian L, Derhourhi M, Blanc E, Hannou SA, Denechaud PD, Benfodda Z, Meffre P, Fajas L, Kerr-Conte J, Pattou F, Froguel P, Pourcet B, Bonnefond A, Collombat P, Annicotte JS. β-Cell-Specific E2f1 Deficiency Impairs Glucose Homeostasis, β-Cell Identity, and Insulin Secretion. Diabetes 2023; 72:1112-1126. [PMID: 37216637 DOI: 10.2337/db22-0604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Accepted: 05/01/2023] [Indexed: 05/24/2023]
Abstract
The loss of pancreatic β-cell identity has emerged as an important feature of type 2 diabetes development, but the molecular mechanisms are still elusive. Here, we explore the cell-autonomous role of the cell-cycle regulator and transcription factor E2F1 in the maintenance of β-cell identity, insulin secretion, and glucose homeostasis. We show that the β-cell-specific loss of E2f1 function in mice triggers glucose intolerance associated with defective insulin secretion, altered endocrine cell mass, downregulation of many β-cell genes, and concomitant increase of non-β-cell markers. Mechanistically, epigenomic profiling of the promoters of these non-β-cell upregulated genes identified an enrichment of bivalent H3K4me3/H3K27me3 or H3K27me3 marks. Conversely, promoters of downregulated genes were enriched in active chromatin H3K4me3 and H3K27ac histone marks. We find that specific E2f1 transcriptional, cistromic, and epigenomic signatures are associated with these β-cell dysfunctions, with E2F1 directly regulating several β-cell genes at the chromatin level. Finally, the pharmacological inhibition of E2F transcriptional activity in human islets also impairs insulin secretion and the expression of β-cell identity genes. Our data suggest that E2F1 is critical for maintaining β-cell identity and function through sustained control of β-cell and non-β-cell transcriptional programs. ARTICLE HIGHLIGHTS β-Cell-specific E2f1 deficiency in mice impairs glucose tolerance. Loss of E2f1 function alters the ratio of α- to β-cells but does not trigger β-cell conversion into α-cells. Pharmacological inhibition of E2F activity inhibits glucose-stimulated insulin secretion and alters β- and α-cell gene expression in human islets. E2F1 maintains β-cell function and identity through control of transcriptomic and epigenetic programs.
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Affiliation(s)
- Frédérik Oger
- INSERM, U1283 - UMR8199 - European Genomic Institute for Diabetes (EGID), CNRS, Institut Pasteur de Lille, CHU Lille, Université de Lille, Lille, France
| | - Cyril Bourouh
- INSERM, U1283 - UMR8199 - European Genomic Institute for Diabetes (EGID), CNRS, Institut Pasteur de Lille, CHU Lille, Université de Lille, Lille, France
| | - Marika Elsa Friano
- INSERM, CNRS, Institut de Biologie Valrose, Université Côte d'Azur, Nice, France
| | - Emilie Courty
- INSERM, U1167 - RID-AGE - Facteurs de Risque et Déterminants Moléculaires des Maladies Liées au Vieillissement, Institut Pasteur de Lille, CHU Lille, Université de Lille, Lille, France
| | - Laure Rolland
- INSERM, U1167 - RID-AGE - Facteurs de Risque et Déterminants Moléculaires des Maladies Liées au Vieillissement, Institut Pasteur de Lille, CHU Lille, Université de Lille, Lille, France
| | - Xavier Gromada
- INSERM, U1283 - UMR8199 - European Genomic Institute for Diabetes (EGID), CNRS, Institut Pasteur de Lille, CHU Lille, Université de Lille, Lille, France
| | - Maeva Moreno
- INSERM, U1283 - UMR8199 - European Genomic Institute for Diabetes (EGID), CNRS, Institut Pasteur de Lille, CHU Lille, Université de Lille, Lille, France
| | - Charlène Carney
- INSERM, U1283 - UMR8199 - European Genomic Institute for Diabetes (EGID), CNRS, Institut Pasteur de Lille, CHU Lille, Université de Lille, Lille, France
| | - Nabil Rabhi
- Department of Biochemistry, Boston University School of Medicine, Boston, MA
| | - Emmanuelle Durand
- INSERM, U1283 - UMR8199 - European Genomic Institute for Diabetes (EGID), CNRS, Institut Pasteur de Lille, CHU Lille, Université de Lille, Lille, France
| | - Souhila Amanzougarene
- INSERM, U1283 - UMR8199 - European Genomic Institute for Diabetes (EGID), CNRS, Institut Pasteur de Lille, CHU Lille, Université de Lille, Lille, France
| | - Lionel Berberian
- INSERM, U1283 - UMR8199 - European Genomic Institute for Diabetes (EGID), CNRS, Institut Pasteur de Lille, CHU Lille, Université de Lille, Lille, France
| | - Mehdi Derhourhi
- INSERM, U1283 - UMR8199 - European Genomic Institute for Diabetes (EGID), CNRS, Institut Pasteur de Lille, CHU Lille, Université de Lille, Lille, France
| | - Etienne Blanc
- INSERM, U1283 - UMR8199 - European Genomic Institute for Diabetes (EGID), CNRS, Institut Pasteur de Lille, CHU Lille, Université de Lille, Lille, France
| | - Sarah Anissa Hannou
- INSERM, U1283 - UMR8199 - European Genomic Institute for Diabetes (EGID), CNRS, Institut Pasteur de Lille, CHU Lille, Université de Lille, Lille, France
| | | | | | | | - Lluis Fajas
- Center for Integrative Genomics, Université de Lausanne, Lausanne, Switzerland
| | - Julie Kerr-Conte
- INSERM, U1190 - EGID, Institut Pasteur de Lille, CHU Lille, Université de Lille, Lille, France
| | - François Pattou
- INSERM, U1190 - EGID, Institut Pasteur de Lille, CHU Lille, Université de Lille, Lille, France
| | - Philippe Froguel
- INSERM, U1283 - UMR8199 - European Genomic Institute for Diabetes (EGID), CNRS, Institut Pasteur de Lille, CHU Lille, Université de Lille, Lille, France
- Department of Metabolism, Hammersmith Hospital, Imperial College London, London, U.K
| | - Benoit Pourcet
- INSERM, U1011 - EGID, Institut Pasteur de Lille, CHU Lille, Université de Lille, Lille, France
| | - Amélie Bonnefond
- INSERM, U1283 - UMR8199 - European Genomic Institute for Diabetes (EGID), CNRS, Institut Pasteur de Lille, CHU Lille, Université de Lille, Lille, France
- Department of Metabolism, Hammersmith Hospital, Imperial College London, London, U.K
| | - Patrick Collombat
- INSERM, CNRS, Institut de Biologie Valrose, Université Côte d'Azur, Nice, France
| | - Jean-Sébastien Annicotte
- INSERM, U1167 - RID-AGE - Facteurs de Risque et Déterminants Moléculaires des Maladies Liées au Vieillissement, Institut Pasteur de Lille, CHU Lille, Université de Lille, Lille, France
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12
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Yao Y, Ng JF, Park WD, Samur M, Morelli E, Encinas Mayoral J, Chyra Z, Xu Y, Derebail S, Epstein C, Nabet B, Chesi M, Gray NS, Young RA, Kwiatkowski N, Mitsiades C, Anderson KC, Lin CY, Munshi NC, Fulciniti M. CDK7 controls E2F- and MYC-driven proliferative and metabolic vulnerabilities in multiple myeloma. Blood 2023; 141:2841-2852. [PMID: 36877894 PMCID: PMC10315622 DOI: 10.1182/blood.2022018885] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 02/17/2023] [Accepted: 02/18/2023] [Indexed: 03/08/2023] Open
Abstract
Therapeutic targeting of CDK7 has proven beneficial in preclinical studies, yet the off-target effects of currently available CDK7 inhibitors make it difficult to pinpoint the exact mechanisms behind MM cell death mediated by CDK7 inhibition. Here, we show that CDK7 expression positively correlates with E2F and MYC transcriptional programs in cells from patients with multiple myeloma (MM); its selective targeting counteracts E2F activity via perturbation of the cyclin-dependent kinases/Rb axis and impairs MYC-regulated metabolic gene signatures translating into defects in glycolysis and reduced levels of lactate production in MM cells. CDK7 inhibition using the covalent small-molecule inhibitor YKL-5-124 elicits a strong therapeutic response with minimal effects on normal cells, and causes in vivo tumor regression, increasing survival in several mouse models of MM including a genetically engineered mouse model of MYC-dependent MM. Through its role as a critical cofactor and regulator of MYC and E2F activity, CDK7 is therefore a master regulator of oncogenic cellular programs supporting MM growth and survival, and a valuable therapeutic target providing rationale for development of YKL-5-124 for clinical use.
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Affiliation(s)
- Yao Yao
- Jerome Lipper Multiple Myeloma Disease Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
- Blood Disease Institute, Key Laboratory of Bone Marrow Stem Cell, Xuzhou Medical University, Xuzhou, China
| | - Jessica Fong Ng
- Jerome Lipper Multiple Myeloma Disease Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Woojun Daniel Park
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX
| | - Mehmet Samur
- Jerome Lipper Multiple Myeloma Disease Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Eugenio Morelli
- Jerome Lipper Multiple Myeloma Disease Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | | | - Zuzana Chyra
- Jerome Lipper Multiple Myeloma Disease Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Yan Xu
- Jerome Lipper Multiple Myeloma Disease Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Sanika Derebail
- Jerome Lipper Multiple Myeloma Disease Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | | | - Behnam Nabet
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, WA
| | - Marta Chesi
- Comprehensive Cancer Center, Mayo Clinic, Scottsdale, AZ
| | - Nathanael S. Gray
- Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford Medical School, Stanford, CA
| | | | | | | | - Kenneth C. Anderson
- Jerome Lipper Multiple Myeloma Disease Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | | | - Nikhil C. Munshi
- Jerome Lipper Multiple Myeloma Disease Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
- VA Boston Healthcare System, Boston, MA
| | - Mariateresa Fulciniti
- Jerome Lipper Multiple Myeloma Disease Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
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13
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Sacco A, Roccaro AM. Starving multiple myeloma cells via CDK7 inhibition. Blood 2023; 141:2787-2788. [PMID: 37289477 DOI: 10.1182/blood.2023020254] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/09/2023] Open
Affiliation(s)
- Antonio Sacco
- Azienda Socio Sanitaria Territoriale degli Spedali Civili di Brescia
| | - Aldo M Roccaro
- Azienda Socio Sanitaria Territoriale degli Spedali Civili di Brescia
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14
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Di Giorgio E, Benetti R, Kerschbamer E, Xodo L, Brancolini C. Super-enhancer landscape rewiring in cancer: The epigenetic control at distal sites. INTERNATIONAL REVIEW OF CELL AND MOLECULAR BIOLOGY 2023; 380:97-148. [PMID: 37657861 DOI: 10.1016/bs.ircmb.2023.03.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/03/2023]
Abstract
Super-enhancers evolve as elements at the top of the hierarchical control of gene expression. They are important end-gatherers of signaling pathways that control stemness, differentiation or adaptive responses. Many epigenetic regulations focus on these regions, and not surprisingly, during the process of tumorigenesis, various alterations can account for their dysfunction. Super-enhancers are emerging as key drivers of the aberrant gene expression landscape that sustain the aggressiveness of cancer cells. In this review, we will describe and discuss about the structure of super-enhancers, their epigenetic regulation, and the major changes affecting their functionality in cancer.
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Affiliation(s)
- Eros Di Giorgio
- Laboratory of Biochemistry, Department of Medicine, Università degli Studi di Udine, Udine, Italy
| | - Roberta Benetti
- Laboratory of Epigenomics, Department of Medicine, Università degli Studi di Udine, Udine, Italy
| | - Emanuela Kerschbamer
- Laboratory of Epigenomics, Department of Medicine, Università degli Studi di Udine, Udine, Italy
| | - Luigi Xodo
- Laboratory of Biochemistry, Department of Medicine, Università degli Studi di Udine, Udine, Italy
| | - Claudio Brancolini
- Laboratory of Epigenomics, Department of Medicine, Università degli Studi di Udine, Udine, Italy.
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15
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Morelli E, Fulciniti M, Samur MK, Ribeiro CF, Wert-Lamas L, Henninger JE, Gullà A, Aktas-Samur A, Todoerti K, Talluri S, Park WD, Federico C, Scionti F, Amodio N, Bianchi G, Johnstone M, Liu N, Gramegna D, Maisano D, Russo NA, Lin C, Tai YT, Neri A, Chauhan D, Hideshima T, Shammas MA, Tassone P, Gryaznov S, Young RA, Anderson KC, Novina CD, Loda M, Munshi NC. A MIR17HG-derived long noncoding RNA provides an essential chromatin scaffold for protein interaction and myeloma growth. Blood 2023; 141:391-405. [PMID: 36126301 PMCID: PMC10082365 DOI: 10.1182/blood.2022016892] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Revised: 09/08/2022] [Accepted: 09/13/2022] [Indexed: 01/31/2023] Open
Abstract
Long noncoding RNAs (lncRNAs) can drive tumorigenesis and are susceptible to therapeutic intervention. Here, we used a large-scale CRISPR interference viability screen to interrogate cell-growth dependency to lncRNA genes in multiple myeloma (MM) and identified a prominent role for the miR-17-92 cluster host gene (MIR17HG). We show that an MIR17HG-derived lncRNA, named lnc-17-92, is the main mediator of cell-growth dependency acting in a microRNA- and DROSHA-independent manner. Lnc-17-92 provides a chromatin scaffold for the functional interaction between c-MYC and WDR82, thus promoting the expression of ACACA, which encodes the rate-limiting enzyme of de novo lipogenesis acetyl-coA carboxylase 1. Targeting MIR17HG pre-RNA with clinically applicable antisense molecules disrupts the transcriptional and functional activities of lnc-17-92, causing potent antitumor effects both in vitro and in vivo in 3 preclinical animal models, including a clinically relevant patient-derived xenograft NSG mouse model. This study establishes a novel oncogenic function of MIR17HG and provides potent inhibitors for translation to clinical trials.
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Affiliation(s)
- Eugenio Morelli
- Department of Medical Oncology, Jerome Lipper Multiple Myeloma Center, Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Boston, MA
| | - Mariateresa Fulciniti
- Department of Medical Oncology, Jerome Lipper Multiple Myeloma Center, Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Boston, MA
| | - Mehmet K. Samur
- Department of Medical Oncology, Jerome Lipper Multiple Myeloma Center, Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Boston, MA
| | - Caroline F. Ribeiro
- Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, NY
| | - Leon Wert-Lamas
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA
| | - Jon E. Henninger
- Whitehead Institute of Biomedical Research, Massachusetts Institute of Technology, Cambridge, MA
| | - Annamaria Gullà
- Department of Medical Oncology, Jerome Lipper Multiple Myeloma Center, Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Boston, MA
| | - Anil Aktas-Samur
- Department of Medical Oncology, Jerome Lipper Multiple Myeloma Center, Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Boston, MA
| | - Katia Todoerti
- Department of Hematology, Fondazione Cà Granda IRCCS Policlinico, Milan, Italy
| | - Srikanth Talluri
- Department of Medical Oncology, Jerome Lipper Multiple Myeloma Center, Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Boston, MA
- VA Boston Healthcare System, Boston, MA
| | - Woojun D. Park
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX
| | - Cinzia Federico
- Department of Clinical and Experimental Medicine, Magna Graecia University, Catanzaro, Italy
| | - Francesca Scionti
- Department of Clinical and Experimental Medicine, Magna Graecia University, Catanzaro, Italy
- Clinical Research Development and Phase I Unit, ASST Spedali Civili di Brescia, Brescia, Italy
| | - Nicola Amodio
- Department of Clinical and Experimental Medicine, Magna Graecia University, Catanzaro, Italy
| | - Giada Bianchi
- Department of Medical Oncology, Jerome Lipper Multiple Myeloma Center, Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Boston, MA
| | - Megan Johnstone
- Department of Medical Oncology, Jerome Lipper Multiple Myeloma Center, Dana-Farber Cancer Institute, Boston, MA
| | - Na Liu
- Department of Medical Oncology, Jerome Lipper Multiple Myeloma Center, Dana-Farber Cancer Institute, Boston, MA
| | - Doriana Gramegna
- Department of Medical Oncology, Jerome Lipper Multiple Myeloma Center, Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Boston, MA
| | - Domenico Maisano
- Department of Medical Oncology, Jerome Lipper Multiple Myeloma Center, Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Boston, MA
| | - Nicola A. Russo
- Istituto di Ricerche Genetiche “G. Salvatore,” Biogem s.c.ar.l., Avellino, Italy
| | - Charles Lin
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX
| | - Yu-Tzu Tai
- Department of Medical Oncology, Jerome Lipper Multiple Myeloma Center, Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Boston, MA
| | - Antonino Neri
- Department of Hematology, Fondazione Cà Granda IRCCS Policlinico, Milan, Italy
- Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy
- Scientific Directorate, Azienda USL-IRCCS Reggio Emilia, Reggio Emilia, Italy
| | - Dharminder Chauhan
- Department of Medical Oncology, Jerome Lipper Multiple Myeloma Center, Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Boston, MA
| | - Teru Hideshima
- Department of Medical Oncology, Jerome Lipper Multiple Myeloma Center, Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Boston, MA
| | - Masood A. Shammas
- Department of Medical Oncology, Jerome Lipper Multiple Myeloma Center, Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Boston, MA
- VA Boston Healthcare System, Boston, MA
| | - Pierfrancesco Tassone
- Department of Clinical and Experimental Medicine, Magna Graecia University, Catanzaro, Italy
| | | | - Richard A. Young
- Whitehead Institute of Biomedical Research, Massachusetts Institute of Technology, Cambridge, MA
| | - Kenneth C. Anderson
- Department of Medical Oncology, Jerome Lipper Multiple Myeloma Center, Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Boston, MA
| | - Carl D. Novina
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA
| | - Massimo Loda
- Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, NY
| | - Nikhil C. Munshi
- Department of Medical Oncology, Jerome Lipper Multiple Myeloma Center, Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Boston, MA
- VA Boston Healthcare System, Boston, MA
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16
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Baker SC, Mason AS, Slip RG, Skinner KT, Macdonald A, Masood O, Harris RS, Fenton TR, Periyasamy M, Ali S, Southgate J. Induction of APOBEC3-mediated genomic damage in urothelium implicates BK polyomavirus (BKPyV) as a hit-and-run driver for bladder cancer. Oncogene 2022; 41:2139-2151. [PMID: 35194151 PMCID: PMC8862006 DOI: 10.1038/s41388-022-02235-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Accepted: 02/04/2022] [Indexed: 12/29/2022]
Abstract
Limited understanding of bladder cancer aetiopathology hampers progress in reducing incidence. Mutational signatures show the anti-viral apolipoprotein B mRNA editing enzyme catalytic polypeptide (APOBEC) enzymes are responsible for the preponderance of mutations in bladder tumour genomes, but no causative viral agent has been identified. BK polyomavirus (BKPyV) is a common childhood infection that remains latent in the adult kidney, where reactivation leads to viruria. This study provides missing mechanistic evidence linking reactivated BKPyV-infection to bladder cancer risk. We used a mitotically-quiescent, functionally-differentiated model of normal human urothelium to examine BKPyV-infection. BKPyV-infection led to significantly elevated APOBEC3A and APOBEC3B protein, increased deaminase activity and greater numbers of apurinic/apyrimidinic sites in the host urothelial genome. BKPyV Large T antigen (LT-Ag) stimulated re-entry from G0 into the cell cycle through inhibition of retinoblastoma protein and activation of EZH2, E2F1 and FOXM1, with cells arresting in G2. The single-stranded DNA displacement loops formed in urothelial cells during BKPyV-infection interacted with LT-Ag to provide a substrate for APOBEC3-activity. Addition of interferon gamma (IFNγ) to infected urothelium suppressed expression of the viral genome. These results support reactivated BKPyV infections in adults as a risk factor for bladder cancer in immune-insufficient populations.
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Affiliation(s)
- Simon C Baker
- Jack Birch Unit for Molecular Carcinogenesis, Department of Biology and York Biomedical Research Institute, University of York, Heslington, York, YO10 5DD, UK.
| | - Andrew S Mason
- Jack Birch Unit for Molecular Carcinogenesis, Department of Biology and York Biomedical Research Institute, University of York, Heslington, York, YO10 5DD, UK
| | - Raphael G Slip
- Jack Birch Unit for Molecular Carcinogenesis, Department of Biology and York Biomedical Research Institute, University of York, Heslington, York, YO10 5DD, UK
| | - Katie T Skinner
- Jack Birch Unit for Molecular Carcinogenesis, Department of Biology and York Biomedical Research Institute, University of York, Heslington, York, YO10 5DD, UK
| | - Andrew Macdonald
- Faculty of Biological Sciences, School of Molecular and Cellular Pathology, University of Leeds, Leeds, UK
| | - Omar Masood
- Leeds Kidney Unit, St James's University Hospital, Leeds, UK
| | - Reuben S Harris
- College of Biological Sciences, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Tim R Fenton
- School of Biosciences, University of Kent, Canterbury, CT2 7NJ, UK
- School of Cancer Sciences, Cancer Research UK Centre, Faculty of Medicine, University of Southampton, Southampton, SO16 6YD, UK
| | - Manikandan Periyasamy
- Department of Surgery & Cancer, Faculty of Medicine, Imperial College London, London, UK
- Disease Intervention Technology Laboratory (DITL), Institute of Molecular and Cell Biology (IMCB), 8A Biomedical Grove, Neuros/Immunos, #06-04/05, Singapore, 138648, Singapore
| | - Simak Ali
- Department of Surgery & Cancer, Faculty of Medicine, Imperial College London, London, UK
| | - Jennifer Southgate
- Jack Birch Unit for Molecular Carcinogenesis, Department of Biology and York Biomedical Research Institute, University of York, Heslington, York, YO10 5DD, UK
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17
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Frede J, Anand P, Sotudeh N, Pinto RA, Nair MS, Stuart H, Yee AJ, Vijaykumar T, Waldschmidt JM, Potdar S, Kloeber JA, Kokkalis A, Dimitrova V, Mann M, Laubach JP, Richardson PG, Anderson KC, Raje NS, Knoechel B, Lohr JG. Dynamic transcriptional reprogramming leads to immunotherapeutic vulnerabilities in myeloma. Nat Cell Biol 2021; 23:1199-1211. [PMID: 34675390 PMCID: PMC8764878 DOI: 10.1038/s41556-021-00766-y] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Accepted: 08/31/2021] [Indexed: 12/13/2022]
Abstract
While there is extensive evidence for genetic variation as a basis for treatment resistance, other sources of variation result from cellular plasticity. Using multiple myeloma as an example of an incurable lymphoid malignancy, we show how cancer cells modulate lineage restriction, adapt their enhancer usage and employ cell-intrinsic diversity for survival and treatment escape. By using single-cell transcriptome and chromatin accessibility profiling, we show that distinct transcriptional states co-exist in individual cancer cells and that differential transcriptional regulon usage and enhancer rewiring underlie these alternative transcriptional states. We demonstrate that exposure to standard treatment further promotes transcriptional reprogramming and differential enhancer recruitment while simultaneously reducing developmental potential. Importantly, treatment generates a distinct complement of actionable immunotherapy targets, such as CXCR4, which can be exploited to overcome treatment resistance. Our studies therefore delineate how to transform the cellular plasticity that underlies drug resistance into immuno-oncologic therapeutic opportunities.
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Affiliation(s)
- Julia Frede
- Department of Medical Oncology, Jerome Lipper Multiple Myeloma Center, Dana Farber Cancer Institute, Boston, MA, USA,Harvard Medical School, Boston, MA, USA,Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Praveen Anand
- Department of Medical Oncology, Jerome Lipper Multiple Myeloma Center, Dana Farber Cancer Institute, Boston, MA, USA,Harvard Medical School, Boston, MA, USA,Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Noori Sotudeh
- Department of Medical Oncology, Jerome Lipper Multiple Myeloma Center, Dana Farber Cancer Institute, Boston, MA, USA,Harvard Medical School, Boston, MA, USA,Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Ricardo A. Pinto
- Broad Institute of MIT and Harvard, Cambridge, MA, USA,Department of Data Sciences, Dana-Farber Cancer Institute, Boston, MA, USA,Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
| | - Monica S. Nair
- Department of Medical Oncology, Jerome Lipper Multiple Myeloma Center, Dana Farber Cancer Institute, Boston, MA, USA
| | - Hannah Stuart
- Department of Medical Oncology, Jerome Lipper Multiple Myeloma Center, Dana Farber Cancer Institute, Boston, MA, USA
| | - Andrew J. Yee
- Harvard Medical School, Boston, MA, USA,Massachusetts General Hospital, Boston, MA, USA
| | - Tushara Vijaykumar
- Department of Medical Oncology, Jerome Lipper Multiple Myeloma Center, Dana Farber Cancer Institute, Boston, MA, USA
| | - Johannes M. Waldschmidt
- Department of Medical Oncology, Jerome Lipper Multiple Myeloma Center, Dana Farber Cancer Institute, Boston, MA, USA,Harvard Medical School, Boston, MA, USA,Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Sayalee Potdar
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Jake A. Kloeber
- Department of Medical Oncology, Jerome Lipper Multiple Myeloma Center, Dana Farber Cancer Institute, Boston, MA, USA
| | - Antonis Kokkalis
- Department of Medical Oncology, Jerome Lipper Multiple Myeloma Center, Dana Farber Cancer Institute, Boston, MA, USA,Harvard Medical School, Boston, MA, USA,Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Valeriya Dimitrova
- Harvard Medical School, Boston, MA, USA,Broad Institute of MIT and Harvard, Cambridge, MA, USA,Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Mason Mann
- Massachusetts General Hospital, Boston, MA, USA
| | - Jacob P. Laubach
- Department of Medical Oncology, Jerome Lipper Multiple Myeloma Center, Dana Farber Cancer Institute, Boston, MA, USA,Harvard Medical School, Boston, MA, USA
| | - Paul G. Richardson
- Department of Medical Oncology, Jerome Lipper Multiple Myeloma Center, Dana Farber Cancer Institute, Boston, MA, USA,Harvard Medical School, Boston, MA, USA
| | - Kenneth C. Anderson
- Department of Medical Oncology, Jerome Lipper Multiple Myeloma Center, Dana Farber Cancer Institute, Boston, MA, USA,Harvard Medical School, Boston, MA, USA
| | - Noopur S. Raje
- Harvard Medical School, Boston, MA, USA,Massachusetts General Hospital, Boston, MA, USA
| | - Birgit Knoechel
- Harvard Medical School, Boston, MA, USA,Broad Institute of MIT and Harvard, Cambridge, MA, USA,Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA,These authors jointly supervised this work.,Correspondence: ,
| | - Jens G. Lohr
- Department of Medical Oncology, Jerome Lipper Multiple Myeloma Center, Dana Farber Cancer Institute, Boston, MA, USA,Harvard Medical School, Boston, MA, USA,Broad Institute of MIT and Harvard, Cambridge, MA, USA,These authors jointly supervised this work.,Correspondence: ,
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18
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A proof-of-concept study for the pathogenetic role of enhancer hypomethylation of MYBPHL in multiple myeloma. Sci Rep 2021; 11:7009. [PMID: 33772052 PMCID: PMC7997988 DOI: 10.1038/s41598-021-86473-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Accepted: 03/01/2021] [Indexed: 12/25/2022] Open
Abstract
Enhancer DNA methylation and expression of MYBPHL was studied in multiple myeloma (MM). By bisulfite genomic sequencing, among the three CpGs inside the MYBPHL enhancer, CpG1 was significantly hypomethylated in MM cell lines (6.7–50.0%) than normal plasma cells (37.5–75.0%) (P = 0.007), which was negatively correlated with qPCR-measured MYBPHL expression. In RPMI-8226 and WL-2 cells, bearing the highest CpG1 methylation, 5-azadC caused enhancer demethylation and expression of MYBPHL. In primary samples, higher CpG1 methylation was associated with lower MYBPHL expression. By luciferase assay, luciferase activity was enhanced by MYBPHL enhancer compared with empty vector control, but reduced by site-directed mutagenesis of each CpG. RNA-seq data of newly diagnosed MM patients showed that MYBPHL expression was associated with t(11;14). MOLP-8 cells carrying t(11;14) express the highest levels of MYBPHL, and its knockdown reduced cellular proliferation and increased cell death. Herein, as a proof-of-concept, our data demonstrated that the MYBPHL enhancer, particularly CpG1, was hypomethylated and associated with increased MYBPHL expression in MM, which was implicated in myelomagenesis.
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19
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Qi T, Qu J, Tu C, Lu Q, Li G, Wang J, Qu Q. Super-Enhancer Associated Five-Gene Risk Score Model Predicts Overall Survival in Multiple Myeloma Patients. Front Cell Dev Biol 2020; 8:596777. [PMID: 33344452 PMCID: PMC7744621 DOI: 10.3389/fcell.2020.596777] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Accepted: 11/10/2020] [Indexed: 12/12/2022] Open
Abstract
Multiple myeloma (MM) is a malignant plasma cell tumor with high heterogeneity, characterized by anemia, hypercalcemia, renal failure, and lytic bone lesions. Although various powerful prognostic factors and models have been exploited, the development of more accurate prognosis and treatment for MM patients is still facing many challenges. Given the essential roles of super-enhancer (SE) associated genes in the tumorigenesis of MM, we tried to initially screen and identify the significant prognostic factors from SE associated genes in MM by the least absolute shrinkage and selection operator (Lasso) penalized Cox regression, univariate and multivariate Cox regression analysis using GSE24080 and GSE9782 datasets. Risk score model of five genes including CSGALNACT1, FAM53B, TAPBPL, REPIN1, and DDX11, was further constructed and the Kaplan-Meier (K-M) curves showed that the low-risk group seems to have better clinical outcome of survival compared to the high-risk group. Time-dependent receiver operating characteristic (ROC) curves presented the favorable performance of the model. An interactive nomogram consisting of the five-gene risk group and eleven clinical traits was established and identified by calibration curves. Therefore, the risk score model of SE associated five genes developed here could be used to predict the prognosis of MM patients, which may assist the clinical treatment of MM patients in the future.
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Affiliation(s)
- Tingting Qi
- Department of Pharmacy, Xiangya Hospital, Central South University, Changsha, China
- Department of Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, China
- Institute of Clinical Pharmacy, Central South University, Changsha, China
| | - Jian Qu
- Department of Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, China
- Institute of Clinical Pharmacy, Central South University, Changsha, China
| | - Chao Tu
- Department of Orthopaedics, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Qiong Lu
- Department of Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, China
- Institute of Clinical Pharmacy, Central South University, Changsha, China
| | - Guohua Li
- Department of Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, China
- Institute of Clinical Pharmacy, Central South University, Changsha, China
| | - Jiaojiao Wang
- Department of Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, China
- Institute of Clinical Pharmacy, Central South University, Changsha, China
| | - Qiang Qu
- Department of Pharmacy, Xiangya Hospital, Central South University, Changsha, China
- Institute for Rational and Safe Medication Practices, National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
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20
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Gulla' A, Anderson KC. Multiple myeloma: the (r)evolution of current therapy and a glance into future. Haematologica 2020; 105:2358-2367. [PMID: 33054076 PMCID: PMC7556665 DOI: 10.3324/haematol.2020.247015] [Citation(s) in RCA: 81] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Accepted: 07/16/2020] [Indexed: 12/17/2022] Open
Abstract
Over the past 20 years, the regulatory approval of several novel agents to treat multiple myeloma (MM) has prolonged median patient survival from 3 to 8-10 years. Increased understanding of MM biology has translated to advances in diagnosis, prognosis, and response assessment, as well as informed the development of targeted and immune agents. Here we provide an overview of the recent progress in MM, and highlight research areas of greatest promise to further improve patient outcome in the future.
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Affiliation(s)
| | - Kenneth C. Anderson
- Division of Hematologic Neoplasia, Department of Medical Oncology, Jerome Lipper Multiple Myeloma Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
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21
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Qu J, Ouyang Z, Wu W, Li G, Wang J, Lu Q, Li Z. Functions and Clinical Significance of Super-Enhancers in Bone-Related Diseases. Front Cell Dev Biol 2020; 8:534. [PMID: 32714929 PMCID: PMC7344144 DOI: 10.3389/fcell.2020.00534] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Accepted: 06/08/2020] [Indexed: 12/14/2022] Open
Abstract
Super-enhancers (SEs) are a large cluster of cis-regulatory DNA elements that contain many binding motifs, which master transcription factors and cofactors bind to with high density. SEs usually regulate the expression of genes that can control the cell identity and fate, and SEs can be used to explain the patterns of the expression of cell-specific genes. Hence, it shows great potential for application in the treatment of diseases like cancer. At present, the clinical treatments for osteosarcoma, Ewing sarcoma, and other bone-related diseases remain challenging. The poor prognosis and difficult treatment of these diseases imposes heavy economic burden on patients and society. In recent years, research on SEs with respect to bone-related diseases has attracted increasing attention. In this paper, we first review the identification and functional mechanisms of SEs. Then, we integrate the findings of the emerging studies on SEs in bone-related diseases. Finally, we summarize recent strategies for targeting SEs for the treatment of bone-related diseases. This review aims to provide comprehensive insights into the roles of SEs in bone-related diseases.
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Affiliation(s)
- Jian Qu
- Department of Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, China.,Hunan Key Laboratory of Tumor Models and Individualized Medicine, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Zhanbo Ouyang
- Department of Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, China.,Hunan Key Laboratory of Tumor Models and Individualized Medicine, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Wenqiang Wu
- Mathematical Engineering Academy of Chinese Medicine, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Guohua Li
- Department of Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, China.,Hunan Key Laboratory of Tumor Models and Individualized Medicine, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Jiaojiao Wang
- Department of Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, China.,Hunan Key Laboratory of Tumor Models and Individualized Medicine, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Qiong Lu
- Department of Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, China.,Hunan Key Laboratory of Tumor Models and Individualized Medicine, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Zhihong Li
- Hunan Key Laboratory of Tumor Models and Individualized Medicine, The Second Xiangya Hospital, Central South University, Changsha, China.,Department of Orthopedics, The Second Xiangya Hospital, Central South University, Changsha, China
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22
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Lhoumaud P, Badri S, Rodriguez-Hernaez J, Sakellaropoulos T, Sethia G, Kloetgen A, Cornwell M, Bhattacharyya S, Ay F, Bonneau R, Tsirigos A, Skok JA. NSD2 overexpression drives clustered chromatin and transcriptional changes in a subset of insulated domains. Nat Commun 2019; 10:4843. [PMID: 31649247 PMCID: PMC6813313 DOI: 10.1038/s41467-019-12811-4] [Citation(s) in RCA: 56] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2019] [Accepted: 09/27/2019] [Indexed: 12/14/2022] Open
Abstract
CTCF and cohesin play a key role in organizing chromatin into topologically associating domain (TAD) structures. Disruption of a single CTCF binding site is sufficient to change chromosomal interactions leading to alterations in chromatin modifications and gene regulation. However, the extent to which alterations in chromatin modifications can disrupt 3D chromosome organization leading to transcriptional changes is unknown. In multiple myeloma, a 4;14 translocation induces overexpression of the histone methyltransferase, NSD2, resulting in expansion of H3K36me2 and shrinkage of antagonistic H3K27me3 domains. Using isogenic cell lines producing high and low levels of NSD2, here we find oncogene activation is linked to alterations in H3K27ac and CTCF within H3K36me2 enriched chromatin. A logistic regression model reveals that differentially expressed genes are significantly enriched within the same insulated domain as altered H3K27ac and CTCF peaks. These results identify a bidirectional relationship between 2D chromatin and 3D genome organization in gene regulation.
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Affiliation(s)
- Priscillia Lhoumaud
- Department of Pathology, New York University Langone Health, New York, NY, 10016, USA
| | - Sana Badri
- Department of Pathology, New York University Langone Health, New York, NY, 10016, USA
| | | | - Theodore Sakellaropoulos
- Department of Pathology, New York University Langone Health, New York, NY, 10016, USA
- Laura and Isaac Perlmutter Cancer Center, NYU School of Medicine, New York, NY, 10016, USA
| | - Gunjan Sethia
- Department of Pathology, New York University Langone Health, New York, NY, 10016, USA
| | - Andreas Kloetgen
- Department of Pathology, New York University Langone Health, New York, NY, 10016, USA
| | - MacIntosh Cornwell
- Department of Pathology, New York University Langone Health, New York, NY, 10016, USA
| | - Sourya Bhattacharyya
- Division of Vaccine Discovery, La Jolla Institute for Immunology, La Jolla, CA, 92037, USA
- School of Medicine, University of California, San Diego, La Jolla, CA, 92093, USA
| | - Ferhat Ay
- Division of Vaccine Discovery, La Jolla Institute for Immunology, La Jolla, CA, 92037, USA
- School of Medicine, University of California, San Diego, La Jolla, CA, 92093, USA
| | - Richard Bonneau
- Department of Biology, Center for Genomics and Systems Biology, NYU, New York, NY, 10003, USA
| | - Aristotelis Tsirigos
- Department of Pathology, New York University Langone Health, New York, NY, 10016, USA
- Applied Bioinformatics Laboratories, NYU School of Medicine, New York, NY, 10016, USA
| | - Jane A Skok
- Department of Pathology, New York University Langone Health, New York, NY, 10016, USA.
- Laura and Isaac Perlmutter Cancer Center, NYU School of Medicine, New York, NY, 10016, USA.
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23
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Reece AS, Hulse GK. Impacts of cannabinoid epigenetics on human development: reflections on Murphy et. al. 'cannabinoid exposure and altered DNA methylation in rat and human sperm' epigenetics 2018; 13: 1208-1221. Epigenetics 2019; 14:1041-1056. [PMID: 31293213 PMCID: PMC6773386 DOI: 10.1080/15592294.2019.1633868] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Recent data from the Kollins lab (‘Cannabinoid exposure and altered DNA methylation in rat and human sperm’ Epigenetics 2018; 13: 1208–1221) indicated epigenetic effects of cannabis use on sperm in man parallel those in rats and showed substantial shifts in both hypo- and hyper-DNA methylation with the latter predominating. This provides one likely mechanism for the transgenerational transmission of epigenomic instability with sperm as the vector. It therefore contributes important pathophysiological insights into the probable mechanisms underlying the epidemiology of prenatal cannabis exposure potentially explaining diverse features of cannabis-related teratology including effects on the neuraxis, cardiovasculature, immune stimulation, secondary genomic instability and carcinogenesis related to both adult and pediatric cancers. The potentially inheritable and therefore multigenerational nature of these defects needs to be carefully considered in the light of recent teratological and neurobehavioural trends in diverse jurisdictions such as the USA nationally, Hawaii, Colorado, Canada, France and Australia, particularly relating to mental retardation, age-related morbidity and oncogenesis including inheritable cancerogenesis. Increasing demonstrations that the epigenome can respond directly and in real time and retain memories of environmental exposures of many kinds implies that the genome-epigenome is much more sensitive to environmental toxicants than has been generally realized. Issues of long-term multigenerational inheritance amplify these concerns. Further research particularly on the epigenomic toxicology of many cannabinoids is also required.
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Affiliation(s)
- Albert Stuart Reece
- Division of Psychiatry, University of Western Australia , Crawley , Western Australia Australia.,School of Medical and Health Sciences, Edith Cowan University , Joondalup , Western Australia , Australia
| | - Gary Kenneth Hulse
- Division of Psychiatry, University of Western Australia , Crawley , Western Australia Australia.,School of Medical and Health Sciences, Edith Cowan University , Joondalup , Western Australia , Australia
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24
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Hamdan FH, Johnsen SA. Perturbing Enhancer Activity in Cancer Therapy. Cancers (Basel) 2019; 11:cancers11050634. [PMID: 31067678 PMCID: PMC6563029 DOI: 10.3390/cancers11050634] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2019] [Revised: 04/26/2019] [Accepted: 05/05/2019] [Indexed: 02/07/2023] Open
Abstract
Tight regulation of gene transcription is essential for normal development, tissue homeostasis, and disease-free survival. Enhancers are distal regulatory elements in the genome that provide specificity to gene expression programs and are frequently misregulated in cancer. Recent studies examined various enhancer-driven malignant dependencies and identified different approaches to specifically target these programs. In this review, we describe numerous features that make enhancers good transcriptional targets in cancer therapy and discuss different approaches to overcome enhancer perturbation. Interestingly, a number of approved therapeutic agents, such as cyclosporine, steroid hormones, and thiazolidinediones, actually function by affecting enhancer landscapes by directly targeting very specific transcription factor programs. More recently, a broader approach to targeting deregulated enhancer programs has been achieved via Bromodomain and Extraterminal (BET) inhibition or perturbation of transcription-related cyclin-dependent kinases (CDK). One challenge to enhancer-targeted therapy is proper patient stratification. We suggest that monitoring of enhancer RNA (eRNA) expression may serve as a unique biomarker of enhancer activity that can help to predict and monitor responsiveness to enhancer-targeted therapies. A more thorough investigation of cancer-specific enhancers and the underlying mechanisms of deregulation will pave the road for an effective utilization of enhancer modulators in a precision oncology approach to cancer treatment.
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Affiliation(s)
- Feda H Hamdan
- Gene Regulatory Mechanisms and Molecular Epigenetics Lab, Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN 55905, USA.
| | - Steven A Johnsen
- Gene Regulatory Mechanisms and Molecular Epigenetics Lab, Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN 55905, USA.
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25
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Li S, Vallet S, Sacco A, Roccaro A, Lentzsch S, Podar K. Targeting transcription factors in multiple myeloma: evolving therapeutic strategies. Expert Opin Investig Drugs 2019; 28:445-462. [DOI: 10.1080/13543784.2019.1605354] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Affiliation(s)
- Shirong Li
- Division of Hematology/Oncology, Columbia University, New York, NY, USA
| | - Sonia Vallet
- Department of Internal Medicine II, University Hospital Krems, Karl Landsteiner University of Health Sciences, Krems an der Donau, Austria
| | - Antonio Sacco
- Clinical Research Development and Phase I Unit, CREA Laboratory, ASST Spedali Civili di Brescia, Brescia, Italy
| | - Aldo Roccaro
- Clinical Research Development and Phase I Unit, CREA Laboratory, ASST Spedali Civili di Brescia, Brescia, Italy
| | - Suzanne Lentzsch
- Division of Hematology/Oncology, Columbia University, New York, NY, USA
| | - Klaus Podar
- Department of Internal Medicine II, University Hospital Krems, Karl Landsteiner University of Health Sciences, Krems an der Donau, Austria
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