1
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Cheng IH, Pi WC, Hsu CH, Guo Y, Lai JL, Wang GG, Chung BC, Roeder RG, Chen WY. TAF2, within the TFIID complex, regulates the expression of a subset of protein-coding genes. Cell Death Discov 2024; 10:244. [PMID: 38773077 PMCID: PMC11109217 DOI: 10.1038/s41420-024-02017-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Revised: 05/03/2024] [Accepted: 05/08/2024] [Indexed: 05/23/2024] Open
Abstract
TFIID, one of the general transcription factor (GTF), regulates transcriptional initiation of protein-coding genes through direct binding to promoter elements and subsequent recruitment of other GTFs and RNA polymerase II. Although generally required for most protein-coding genes, accumulated studies have also demonstrated promoter-specific functions for several TFIID subunits in gene activation. Here, we report that TBP-associated factor 2 (TAF2) specifically regulates TFIID binding to a small subset of protein-coding genes and is essential for cell growth of multiple cancer lines. Co-immunoprecipitation assays revealed that TAF2 may be sub-stoichiometrically associated with the TFIID complex, thus indicating a minor fraction of TAF2-containing TFIID in cells. Consistently, integrated genome-wide profiles show that TAF2 binds to and regulates only a small subset of protein-coding genes. Furthermore, through the use of an inducible TAF2 degradation system, our results reveal a reduction of TBP/TFIID binding to several ribosomal genes upon selective ablation of TAF2. In addition, depletion of TAF2, as well as the TAF2-regulated ribosomal protein genes RPL30 and RPL39, decreases ribosome assembly and global protein translation. Collectively, this study suggests that TAF2 within the TFIID complex is of functional importance for TBP/TFIID binding to and expression of a small subset of protein-coding genes, thus establishing a previously unappreciated promoter-selective function for TAF2.
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Affiliation(s)
- I-Hsin Cheng
- Institute of Biochemistry and Molecular Biology, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Wen-Chieh Pi
- Institute of Biochemistry and Molecular Biology, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Chung-Hao Hsu
- School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Yiran Guo
- Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, NC, 27710, USA
- Duke Cancer Institute, Durham, NC, 27710, USA
| | - Jun-Lin Lai
- Program in Molecular Medicine, National Yang Ming Chiao Tung University and Academia Sinica, Taipei, Taiwan
| | - Gang G Wang
- Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, NC, 27710, USA
- Duke Cancer Institute, Durham, NC, 27710, USA
| | - Bon-Chu Chung
- Insitute of Molecular Biology, Academia Sinica, Taipei, Taiwan
- Graduate Institute of Biomedical Sciences, Neuroscience and Brain Disease Center, China Medical University, Taichung, Taiwan
- National Laboratory Animal Center, National Applied Research Laboratories, Taipei, Taiwan
| | - Robert G Roeder
- Laboratory of Biochemistry and Molecular Biology, The Rockefeller University, New York, NY, 10065, USA
| | - Wei-Yi Chen
- Institute of Biochemistry and Molecular Biology, National Yang Ming Chiao Tung University, Taipei, Taiwan.
- Program in Molecular Medicine, National Yang Ming Chiao Tung University and Academia Sinica, Taipei, Taiwan.
- Cancer and Immunology Research Center, National Yang Ming Chiao Tung University, Taipei, Taiwan.
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2
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Bell CC, Balic JJ, Talarmain L, Gillespie A, Scolamiero L, Lam EYN, Ang CS, Faulkner GJ, Gilan O, Dawson MA. Comparative cofactor screens show the influence of transactivation domains and core promoters on the mechanisms of transcription. Nat Genet 2024:10.1038/s41588-024-01749-z. [PMID: 38769457 DOI: 10.1038/s41588-024-01749-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Accepted: 04/09/2024] [Indexed: 05/22/2024]
Abstract
Eukaryotic transcription factors (TFs) activate gene expression by recruiting cofactors to promoters. However, the relationships between TFs, promoters and their associated cofactors remain poorly understood. Here we combine GAL4-transactivation assays with comparative CRISPR-Cas9 screens to identify the cofactors used by nine different TFs and core promoters in human cells. Using this dataset, we associate TFs with cofactors, classify cofactors as ubiquitous or specific and discover transcriptional co-dependencies. Through a reductionistic, comparative approach, we demonstrate that TFs do not display discrete mechanisms of activation. Instead, each TF depends on a unique combination of cofactors, which influences distinct steps in transcription. By contrast, the influence of core promoters appears relatively discrete. Different promoter classes are constrained by either initiation or pause-release, which influences their dynamic range and compatibility with cofactors. Overall, our comparative cofactor screens characterize the interplay between TFs, cofactors and core promoters, identifying general principles by which they influence transcription.
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Affiliation(s)
- Charles C Bell
- Cancer Research Division, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia.
- Mater Research Institute, University of Queensland, TRI Building, Woolloongabba, Queensland, Australia.
| | - Jesse J Balic
- Cancer Research Division, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia
| | - Laure Talarmain
- Cancer Research Division, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia
| | - Andrea Gillespie
- Cancer Research Division, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Laura Scolamiero
- Cancer Research Division, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia
| | - Enid Y N Lam
- Cancer Research Division, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Ching-Seng Ang
- Bio21 Mass Spectrometry and Proteomics Facility, The University of Melbourne, Parkville, Victoria, Australia
| | - Geoffrey J Faulkner
- Mater Research Institute, University of Queensland, TRI Building, Woolloongabba, Queensland, Australia
- Queensland Brain Institute, University of Queensland, Brisbane, Queensland, Australia
| | - Omer Gilan
- Cancer Research Division, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Australian Centre for Blood Diseases, Monash University, Melbourne, Victoria, Australia
| | - Mark A Dawson
- Cancer Research Division, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia.
- Department of Haematology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.
- Centre for Cancer Research, University of Melbourne, Melbourne, Victoria, Australia.
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3
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Ren J, Liao X, Lewis JM, Chang J, Qu R, Carlson KR, Foss F, Girardi M. Generation and optimization of off-the-shelf immunotherapeutics targeting TCR-Vβ2+ T cell malignancy. Nat Commun 2024; 15:519. [PMID: 38225288 PMCID: PMC10789731 DOI: 10.1038/s41467-024-44786-2] [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: 03/11/2023] [Accepted: 01/05/2024] [Indexed: 01/17/2024] Open
Abstract
Current treatments for T cell malignancies encounter issues of disease relapse and off-target toxicity. Using T cell receptor (TCR)Vβ2 as a model, here we demonstrate the rapid generation of an off-the-shelf allogeneic chimeric antigen receptor (CAR)-T platform targeting the clone-specific TCR Vβ chain for malignant T cell killing while limiting normal cell destruction. Healthy donor T cells undergo CRISPR-induced TRAC, B2M and CIITA knockout to eliminate T cell-dependent graft-versus-host and host-versus-graft reactivity. Second generation 4-1BB/CD3zeta CAR containing high affinity humanized anti-Vβ scFv is expressed efficiently on donor T cells via both lentivirus and adeno-associated virus transduction with limited detectable pre-existing immunoreactivity. Our optimized CAR-T cells demonstrate specific and persistent killing of Vβ2+ Jurkat cells and Vβ2+ patient derived malignant T cells, in vitro and in vivo, without affecting normal T cells. In parallel, we generate humanized anti-Vβ2 antibody with enhanced antibody-dependent cellular cytotoxicity (ADCC) by Fc-engineering for NK cell ADCC therapy.
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Affiliation(s)
- Jingjing Ren
- Department of Dermatology, Yale School of Medicine, New Haven, CT, USA.
| | - Xiaofeng Liao
- Department of Dermatology, Yale School of Medicine, New Haven, CT, USA.
| | - Julia M Lewis
- Department of Dermatology, Yale School of Medicine, New Haven, CT, USA
| | - Jungsoo Chang
- Department of Dermatology, Yale School of Medicine, New Haven, CT, USA
| | - Rihao Qu
- The Computational Biology and Bioinformatics Program, Yale School of Medicine, New Haven, CT, USA
| | - Kacie R Carlson
- Department of Dermatology, Yale School of Medicine, New Haven, CT, USA
| | - Francine Foss
- Department of Internal Medicine, Section of Medical Oncology, Yale School of Medicine, New Haven, CT, USA
| | - Michael Girardi
- Department of Dermatology, Yale School of Medicine, New Haven, CT, USA.
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4
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Deleuze V, Garcia L, Rouaisnel B, Salma M, Kinoo A, Andrieu-Soler C, Soler E. Efficient genome editing in erythroid cells unveils novel MYB target genes and regulatory functions. iScience 2023; 26:107641. [PMID: 37670779 PMCID: PMC10475484 DOI: 10.1016/j.isci.2023.107641] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 07/09/2023] [Accepted: 08/11/2023] [Indexed: 09/07/2023] Open
Abstract
Targeted genome editing holds great promise in biology. However, efficient genome modification, including gene knock-in (KI), remains an unattained goal in multiple cell types and loci due to poor transfection efficiencies and low target genes expression, impeding the positive selection of recombined cells. Here, we describe a genome editing approach to achieve efficient gene targeting using hard to transfect erythroid cell lines. We demonstrate robust fluorescent protein KI efficiency in low expressed transcription factor (TF) genes (e.g., Myb or Zeb1). We further show the ability to target two independent loci in individual cells, exemplified by MYB-GFP and NuMA-Cherry double KI, allowing multicolor labeling of regulatory factors at physiological endogenous levels. Our KI tagging approach allowed us to perform genome-wide TF analysis at increased signal-to-noise ratios, and highlighted previously unidentified MYB target genes and pathways. Overall, we establish a versatile CRISPR-Cas9-based platform, offering attractive opportunities for the dissection of the erythroid differentiation process.
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Affiliation(s)
| | - Leonor Garcia
- IGMM, University Montpellier, CNRS, Montpellier, France
| | | | - Mohammad Salma
- IGMM, University Montpellier, CNRS, Montpellier, France
- Laboratory of Excellence GR-Ex, Université de Paris, Paris, France
| | - Alexia Kinoo
- IGMM, University Montpellier, CNRS, Montpellier, France
| | - Charlotte Andrieu-Soler
- IGMM, University Montpellier, CNRS, Montpellier, France
- Laboratory of Excellence GR-Ex, Université de Paris, Paris, France
| | - Eric Soler
- IGMM, University Montpellier, CNRS, Montpellier, France
- Laboratory of Excellence GR-Ex, Université de Paris, Paris, France
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5
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Harada T, Perez MW, Kalfon J, Braes FD, Batley R, Eagle K, Nabet B, Leifer B, Kruell J, Paralkar VR, Stegmaier K, Koehler AN, Orkin SH, Pimkin M. Rapid-kinetics degron benchmarking reveals off-target activities and mixed agonism-antagonism of MYB inhibitors. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.04.07.536032. [PMID: 37066194 PMCID: PMC10104119 DOI: 10.1101/2023.04.07.536032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/18/2023]
Abstract
Attenuating aberrant transcriptional circuits holds great promise for the treatment of numerous diseases, including cancer. However, development of transcriptional inhibitors is hampered by the lack of a generally accepted functional cellular readout to characterize their target specificity and on-target activity. We benchmarked the direct gene-regulatory signatures of six agents reported as inhibitors of the oncogenic transcription factor MYB against targeted MYB degradation in a nascent transcriptomics assay. The inhibitors demonstrated partial specificity for MYB target genes but displayed significant off-target activity. Unexpectedly, the inhibitors displayed bimodal on-target effects, acting as mixed agonists-antagonists. Our data uncover unforeseen agonist effects of small molecules originally developed as TF inhibitors and argue that rapid-kinetics benchmarking against degron models should be used for functional characterization of transcriptional modulators.
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Affiliation(s)
- Taku Harada
- Cancer and Blood Disorders Center, Dana-Farber Cancer Institute and Boston Children’s Hospital, Harvard Medical School, Boston, MA, 02215, USA
| | - Monika W. Perez
- Cancer and Blood Disorders Center, Dana-Farber Cancer Institute and Boston Children’s Hospital, Harvard Medical School, Boston, MA, 02215, USA
| | - Jérémie Kalfon
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, 02142, USA
| | - Flora Dievenich Braes
- Cancer and Blood Disorders Center, Dana-Farber Cancer Institute and Boston Children’s Hospital, Harvard Medical School, Boston, MA, 02215, USA
| | - Rashad Batley
- Cancer and Blood Disorders Center, Dana-Farber Cancer Institute and Boston Children’s Hospital, Harvard Medical School, Boston, MA, 02215, USA
| | - Kenneth Eagle
- Cancer and Blood Disorders Center, Dana-Farber Cancer Institute and Boston Children’s Hospital, Harvard Medical School, Boston, MA, 02215, USA
- Ken Eagle Consulting, Houston, TX, 77494, USA
| | - Behnam Nabet
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA
| | - Becky Leifer
- David H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02142, USA
| | - Jasmin Kruell
- David H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02142, USA
| | - Vikram R. Paralkar
- Division of Hematology/Oncology, Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Kimberly Stegmaier
- Cancer and Blood Disorders Center, Dana-Farber Cancer Institute and Boston Children’s Hospital, Harvard Medical School, Boston, MA, 02215, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, 02142, USA
| | - Angela N. Koehler
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, 02142, USA
- David H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02142, USA
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Stuart H. Orkin
- Cancer and Blood Disorders Center, Dana-Farber Cancer Institute and Boston Children’s Hospital, Harvard Medical School, Boston, MA, 02215, USA
- Howard Hughes Medical Institute, Boston, MA, 02215, USA
| | - Maxim Pimkin
- Cancer and Blood Disorders Center, Dana-Farber Cancer Institute and Boston Children’s Hospital, Harvard Medical School, Boston, MA, 02215, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, 02142, USA
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6
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Tejera Nevado P, Tešan Tomić T, Atefyekta A, Fehr A, Stenman G, Andersson MK. Synthetic oleanane triterpenoids suppress MYB oncogene activity and sensitize T-cell acute lymphoblastic leukemia cells to chemotherapy. Front Oncol 2023; 13:1126354. [PMID: 37077825 PMCID: PMC10106619 DOI: 10.3389/fonc.2023.1126354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2022] [Accepted: 03/24/2023] [Indexed: 04/05/2023] Open
Abstract
T-cell acute lymphoblastic leukemia (T-ALL) is an aggressive hematologic malignancy with poor prognosis. The MYB oncogene encodes a master transcription factor that is activated in the majority of human T-ALLs. In the present study, we have performed a large-scale screening with small-molecule drugs to find clinically useful inhibitors of MYB gene expression in T-ALL. We identified several pharmacological agents that potentially could be used to treat MYB-driven malignancies. In particular, treatment with the synthetic oleanane triterpenoids (OTs) bardoxolone methyl and omaveloxolone decreased MYB gene activity and expression of MYB downstream target genes in T-ALL cells with constitutive MYB gene activation. Notably, treatment with bardoxolone methyl and omaveloxolone led to a dose-dependent reduction in cell viability and induction of apoptosis at low nanomolar concentrations. In contrast, normal bone marrow-derived cells were unaffected at these concentrations. Bardoxolone methyl and omaveloxolone treatment downregulated the expression of DNA repair genes and sensitized T-ALL cells to doxorubicin, a drug that is part of the standard therapy of T-ALL. OT treatment may thus potentiate DNA-damaging chemotherapy through attenuation of DNA repair. Taken together, our results indicate that synthetic OTs may be useful in the treatment of T-ALL and potentially also in other MYB-driven malignancies.
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7
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Elevated TAF12 Expression Predicts Poor Prognosis in Glioma Patients: Evidence from Bioinformatic and Immunohistochemical Analyses. Biomolecules 2022; 12:biom12121847. [PMID: 36551275 PMCID: PMC9775265 DOI: 10.3390/biom12121847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 12/04/2022] [Accepted: 12/08/2022] [Indexed: 12/14/2022] Open
Abstract
TATA box-binding protein-associated factor 12 (TAF12) has been identified as an oncogene in choroid plexus carcinoma, but its role in glioma is poorly understood because of a lack of previous studies. This study investigated the relationship of TAF12 expression with the clinicopathologic features of glioma cases, as well as its prognostic value and biological function, using large-scale databases and clinical samples. TAF12 mRNA expression and clinicopathologic characteristics of glioma cases were assessed in three public databases, and bioinformatics analyses were conducted to explore the prognostic value and biological functions of TAF12 in glioma. High TAF12 expression was commonly associated with reduced survival time and poor clinical indexes, including higher World Health Organization grade, wild-type isocitrate dehydrogenase 1 expression, and 1p19q non-codeletion status (p < 0.0001). Multivariate Cox regression analysis showed that high TAF12 expression was an independent poor prognostic factor for glioma patients (hazard ratio = 1.41, 95% confidence interval, 1.18-1.68, p < 0.001). Functional enrichment analysis revealed involvement of TAF12 in immune and inflammatory responses in glioma. Also, expression of several immune checkpoint molecules was significantly higher in samples with high TAF12 expression. TAF12 is a potential independent prognostic factor for glioma, and these findings provide a foundation for further investigation of the potential role of TAF12 in immunotherapy.
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8
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Dai T, Rosario SR, Katsuta E, Dessai AS, Paterson EJ, Novickis AT, Cortes Gomez E, Zhu B, Liu S, Wang H, Abrams SI, Seshadri M, Bshara W, Dasgupta S. Hypoxic activation of PFKFB4 in breast tumor microenvironment shapes metabolic and cellular plasticity to accentuate metastatic competence. Cell Rep 2022; 41:111756. [PMID: 36476868 PMCID: PMC9807018 DOI: 10.1016/j.celrep.2022.111756] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Revised: 09/27/2022] [Accepted: 11/08/2022] [Indexed: 12/12/2022] Open
Abstract
Cancer cells encounter a hostile tumor microenvironment (TME), and their adaptations to metabolic stresses determine metastatic competence. Here, we show that the metabolic enzyme 6-phosphofructo-2-kinase/fructose-2,6-biphosphatase-4 (PFKFB4) is induced in hypoxic tumors acquiring metabolic plasticity and invasive phenotype. In mouse models of breast cancer, genetic ablation of PFKFB4 significantly delays distant organ metastasis, reducing local lymph node invasion by suppressing expression of invasive gene signature including integrin β3. Photoacoustic imaging followed by metabolomics analyses of hypoxic tumors show that PFKFB4 drives metabolic flexibility, enabling rapid detoxification of reactive oxygen species favoring survival under selective pressure. Mechanistically, hypoxic induction triggers nuclear translocation of PFKFB4 accentuating non-canonical transcriptional activation of HIF-1α, and breast cancer patients with increased nuclear PFKFB4 in their tumors are found to be significantly associated with poor prognosis. Our findings imply that PFKFB4 induction is crucial for tumor cell adaptation in the hypoxic TME that determines metastatic competence.
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Affiliation(s)
- Tao Dai
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA
| | - Spencer R. Rosario
- Department of Biostatistics and Bioinformatics, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA
| | - Eriko Katsuta
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA
| | - Abhisha Sawant Dessai
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA
| | - Emily J. Paterson
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA
| | - Aaron T. Novickis
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA
| | - Eduardo Cortes Gomez
- Department of Biostatistics and Bioinformatics, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA
| | - Bokai Zhu
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA 15219, USA
| | - Song Liu
- Department of Biostatistics and Bioinformatics, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA
| | - Hai Wang
- Department of Molecular and Cellular Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA
| | - Scott I. Abrams
- Department of Immunology, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA
| | - Mukund Seshadri
- Department of Oral Oncology, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA
| | - Wiam Bshara
- Department of Pathology, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA
| | - Subhamoy Dasgupta
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA,Lead contact,Correspondence:
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9
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Pingul BY, Huang H, Chen Q, Alikarami F, Zhang Z, Qi J, Bernt KM, Berger SL, Cao Z, Shi J. Dissection of the MEF2D-IRF8 transcriptional circuit dependency in acute myeloid leukemia. iScience 2022; 25:105139. [PMID: 36193052 PMCID: PMC9526175 DOI: 10.1016/j.isci.2022.105139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Revised: 08/05/2022] [Accepted: 09/10/2022] [Indexed: 11/26/2022] Open
Abstract
Transcriptional dysregulation is a prominent feature in leukemia. Here, we systematically surveyed transcription factor (TF) vulnerabilities in leukemia and uncovered TF clusters that exhibit context-specific vulnerabilities within and between different subtypes of leukemia. Among these TF clusters, we demonstrated that acute myeloid leukemia (AML) with high IRF8 expression was addicted to MEF2D. MEF2D and IRF8 form an autoregulatory loop via direct binding to mutual enhancer elements. One important function of this circuit in AML is to sustain PU.1/MEIS1 co-regulated transcriptional outputs via stabilizing PU.1’s chromatin occupancy. We illustrated that AML could acquire dependency on this circuit through various oncogenic mechanisms that results in the activation of their enhancers. In addition to forming a circuit, MEF2D and IRF8 can also separately regulate gene expression, and dual perturbation of these two TFs leads to a more robust inhibition of AML proliferation. Collectively, our results revealed a TF circuit essential for AML survival. MEF2D is a context-specific vulnerability in IRF8hi AML MEF2D and IRF8 form a transcriptional circuit via binding to each other’s enhancers MEF2D-IRF8 circuit supports PU.1’s chromatin occupancy and transcriptional output MEF2D and IRF8 can regulate separate gene expression programs alongside the circuit
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10
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Abdelwahed NM, El-Tawel GS, Makhlouf MA. Effective hybrid feature selection using different bootstrap enhances cancers classification performance. BioData Min 2022; 15:24. [PMID: 36175944 PMCID: PMC9523996 DOI: 10.1186/s13040-022-00304-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2022] [Accepted: 08/31/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Machine learning can be used to predict the different onset of human cancers. Highly dimensional data have enormous, complicated problems. One of these is an excessive number of genes plus over-fitting, fitting time, and classification accuracy. Recursive Feature Elimination (RFE) is a wrapper method for selecting the best subset of features that cause the best accuracy. Despite the high performance of RFE, time computation and over-fitting are two disadvantages of this algorithm. Random forest for selection (RFS) proves its effectiveness in selecting the effective features and improving the over-fitting problem. METHOD This paper proposed a method, namely, positions first bootstrap step (PFBS) random forest selection recursive feature elimination (RFS-RFE) and its abbreviation is PFBS- RFS-RFE to enhance cancer classification performance. It used a bootstrap with many positions included in the outer first bootstrap step (OFBS), inner first bootstrap step (IFBS), and outer/ inner first bootstrap step (O/IFBS). In the first position, OFBS is applied as a resampling method (bootstrap) with replacement before selection step. The RFS is applied with bootstrap = false i.e., the whole datasets are used to build each tree. The importance features are hybrid with RFE to select the most relevant subset of features. In the second position, IFBS is applied as a resampling method (bootstrap) with replacement during applied RFS. The importance features are hybrid with RFE. In the third position, O/IFBS is applied as a hybrid of first and second positions. RFE used logistic regression (LR) as an estimator. The proposed methods are incorporated with four classifiers to solve the feature selection problems and modify the performance of RFE, in which five datasets with different size are used to assess the performance of the PFBS-RFS-RFE. RESULTS The results showed that the O/IFBS-RFS-RFE achieved the best performance compared with previous work and enhanced the accuracy, variance and ROC area for RNA gene and dermatology erythemato-squamous diseases datasets to become 99.994%, 0.0000004, 1.000 and 100.000%, 0.0 and 1.000, respectively. CONCLUSION High dimensional datasets and RFE algorithm face many troubles in cancers classification performance. PFBS-RFS-RFE is proposed to fix these troubles with different positions. The importance features which extracted from RFS are used with RFE to obtain the effective features.
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Affiliation(s)
- Noura Mohammed Abdelwahed
- Department of Information Systems, Faculty of Computers and Informatics, Suez Canal University, Ismailia, Egypt.
| | - Gh S El-Tawel
- Department of Computer Science, Faculty of Computers and Informatics, Suez Canal University, Ismailia, Egypt
| | - M A Makhlouf
- Department of Information Systems, Faculty of Computers and Informatics, Suez Canal University, Ismailia, Egypt
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11
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Russell S, Lim F, Peters PN, Wardell SE, Whitaker R, Chang CY, Previs RA, McDonnell DP. Development and Characterization of a Luciferase Labeled, Syngeneic Murine Model of Ovarian Cancer. Cancers (Basel) 2022; 14:cancers14174219. [PMID: 36077756 PMCID: PMC9454869 DOI: 10.3390/cancers14174219] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2022] [Revised: 08/20/2022] [Accepted: 08/26/2022] [Indexed: 11/16/2022] Open
Abstract
Despite advances in surgery and targeted therapies, the prognosis for women with high-grade serous ovarian cancer remains poor. Moreover, unlike other cancers, immunotherapy has minimally impacted outcomes in patients with ovarian cancer. Progress in this regard has been hindered by the lack of relevant syngeneic ovarian cancer models to study tumor immunity and evaluate immunotherapies. To address this problem, we developed a luciferase labeled murine model of high-grade serous ovarian cancer, STOSE.M1 luc. We defined its growth characteristics, immune cell repertoire, and response to anti PD-L1 immunotherapy. As with human ovarian cancer, we demonstrated that this model is poorly sensitive to immune checkpoint modulators. By developing the STOSE.M1 luc model, it will be possible to probe the mechanisms underlying resistance to immunotherapies and evaluate new therapeutic approaches to treat ovarian cancer.
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Affiliation(s)
- Shonagh Russell
- Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, NC 27710, USA
- Correspondence: (S.R.); (D.P.M.); Tel.: +1-919-684-6035 (D.P.M.)
| | - Felicia Lim
- Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, NC 27710, USA
| | - Pamela N. Peters
- Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, Duke University School of Medicine, Durham, NC 27710, USA
| | - Suzanne E. Wardell
- Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, NC 27710, USA
| | - Regina Whitaker
- Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, Duke University School of Medicine, Durham, NC 27710, USA
| | - Ching-Yi Chang
- Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, NC 27710, USA
| | - Rebecca A. Previs
- Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, Duke University School of Medicine, Durham, NC 27710, USA
| | - Donald P. McDonnell
- Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, NC 27710, USA
- Correspondence: (S.R.); (D.P.M.); Tel.: +1-919-684-6035 (D.P.M.)
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12
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Jauch-Speer SL, Herrera-Rivero M, Ludwig N, Véras De Carvalho BC, Martens L, Wolf J, Imam Chasan A, Witten A, Markus B, Schieffer B, Vogl T, Rossaint J, Stoll M, Roth J, Fehler O. C/EBPδ-induced epigenetic changes control the dynamic gene transcription of S100a8 and S100a9. eLife 2022; 11:75594. [PMID: 35543413 PMCID: PMC9122501 DOI: 10.7554/elife.75594] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Accepted: 05/06/2022] [Indexed: 11/25/2022] Open
Abstract
The proinflammatory alarmins S100A8 and S100A9 are among the most abundant proteins in neutrophils and monocytes but are completely silenced after differentiation to macrophages. The molecular mechanisms of the extraordinarily dynamic transcriptional regulation of S100a8 and S100a9 genes, however, are only barely understood. Using an unbiased genome-wide CRISPR/Cas9 knockout (KO)-based screening approach in immortalized murine monocytes, we identified the transcription factor C/EBPδ as a central regulator of S100a8 and S100a9 expression. We showed that S100A8/A9 expression and thereby neutrophil recruitment and cytokine release were decreased in C/EBPδ KO mice in a mouse model of acute lung inflammation. S100a8 and S100a9 expression was further controlled by the C/EBPδ antagonists ATF3 and FBXW7. We confirmed the clinical relevance of this regulatory network in subpopulations of human monocytes in a clinical cohort of cardiovascular patients. Moreover, we identified specific C/EBPδ-binding sites within S100a8 and S100a9 promoter regions, and demonstrated that C/EBPδ-dependent JMJD3-mediated demethylation of H3K27me3 is indispensable for their expression. Overall, our work uncovered C/EBPδ as a novel regulator of S100a8 and S100a9 expression. Therefore, C/EBPδ represents a promising target for modulation of inflammatory conditions that are characterized by S100a8 and S100a9 overexpression.
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Affiliation(s)
| | | | - Nadine Ludwig
- Department of Anesthesiology, Intensive Care and Pain Medicine, University Hospital Münster, Münster, Germany
| | | | - Leonie Martens
- Institute of Immunology, University of Münster, Münster, Germany
| | - Jonas Wolf
- Institute of Immunology, University of Münster, Münster, Germany
| | | | - Anika Witten
- Department of Genetic Epidemiology, University of Münster, Münster, Germany
| | - Birgit Markus
- Clinic for Cardiology, Angiology and Internal Intensive Medicine, University Hospital Marburg, Marburg, Germany
| | - Bernhard Schieffer
- Clinic for Cardiology, Angiology and Internal Intensive Medicine, University Hospital Marburg, Marburg, Germany
| | - Thomas Vogl
- Institute of Immunology, University of Münster, Münster, Germany
| | - Jan Rossaint
- Department of Anesthesiology, Intensive Care and Pain Medicine, University Hospital Münster, Münster, Germany
| | - Monika Stoll
- Department of Genetic Epidemiology, University of Münster, Münster, Germany
| | - Johannes Roth
- Institute of Immunology, University of Münster, Münster, Germany
| | - Olesja Fehler
- Institute of Immunology, University of Münster, Münster, Germany
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13
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Eigenhuis KN, Somsen HB, van den Berg DLC. Transcription Pause and Escape in Neurodevelopmental Disorders. Front Neurosci 2022; 16:846272. [PMID: 35615272 PMCID: PMC9125161 DOI: 10.3389/fnins.2022.846272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Accepted: 04/11/2022] [Indexed: 11/17/2022] Open
Abstract
Transcription pause-release is an important, highly regulated step in the control of gene expression. Modulated by various factors, it enables signal integration and fine-tuning of transcriptional responses. Mutations in regulators of pause-release have been identified in a range of neurodevelopmental disorders that have several common features affecting multiple organ systems. This review summarizes current knowledge on this novel subclass of disorders, including an overview of clinical features, mechanistic details, and insight into the relevant neurodevelopmental processes.
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14
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Yoshino S, Suzuki HI. The molecular understanding of super-enhancer dysregulation in cancer. NAGOYA JOURNAL OF MEDICAL SCIENCE 2022; 84:216-229. [PMID: 35967935 PMCID: PMC9350580 DOI: 10.18999/nagjms.84.2.216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Accepted: 01/20/2022] [Indexed: 11/30/2022]
Abstract
Abnormalities in the regulation of gene expression are associated with various pathological conditions. Among the distal regulatory elements in the genome, the activation of target genes by enhancers plays a central role in the formation of cell type-specific gene expression patterns. Super-enhancers are a subclass of enhancers that frequently contain multiple enhancer-like elements and are characterized by dense binding of master transcription factors and Mediator complexes and high signals of active histone marks. Super-enhancers have been studied in detail as important regulatory regions that control cell identity and contribute to the pathogenesis of diverse diseases. In cancer, super-enhancers have multifaceted roles by activating various oncogenes and other cancer-related genes and shaping characteristic gene expression patterns in cancer cells. Alterations in super-enhancer activities in cancer involve multiple mechanisms, including the dysregulation of transcription factors and the super-enhancer-associated genomic abnormalities. The study of super-enhancers could contribute to the identification of effective biomarkers and the development of cancer therapeutics targeting transcriptional addiction. In this review, we summarize the roles of super-enhancers in cancer biology, with a particular focus on hematopoietic malignancies, in which multiple super-enhancer alteration mechanisms have been reported.
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Affiliation(s)
- Seiko Yoshino
- Division of Molecular Oncology, Center for Neurological Diseases and Cancer, Nagoya University Graduate School of Medicine, Nagoya, Japan.
| | - Hiroshi I. Suzuki
- Division of Molecular Oncology, Center for Neurological Diseases and Cancer, Nagoya University Graduate School of Medicine, Nagoya, Japan.
,Institute for Glyco-core Research (iGCORE), Nagoya University, Nagoya, Japan
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15
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Karim RM, Yang L, Chen L, Bikowitz MJ, Lu J, Grassie D, Shultz ZP, Lopchuk JM, Chen J, Schönbrunn E. Discovery of Dual TAF1-ATR Inhibitors and Ligand-Induced Structural Changes of the TAF1 Tandem Bromodomain. J Med Chem 2022; 65:4182-4200. [PMID: 35191694 DOI: 10.1021/acs.jmedchem.1c01999] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Bromodomains regulate chromatin remodeling and gene transcription through recognition of acetylated lysines on histones and other proteins. Bromodomain-containing protein TAF1, a subunit of general transcription factor TFIID, initiates preinitiation complex formation and cellular transcription. TAF1 serves as a cofactor for certain oncogenic transcription factors and is implicated in regulating the p53 tumor suppressor. Therefore, TAF1 is a potential target to develop small molecule therapeutics for diseases arising from dysregulated transcription, such as cancer. Here, we report the ATR kinase inhibitor AZD6738 (Ceralasertib) and analogues thereof as bona fide inhibitors of TAF1. Crystallographic and small-angle X-ray scattering studies established that newly identified and previously reported inhibitors stabilize distinct structural states of the TAF1 tandem bromodomain through "open-closed" transitions and dimerization. Combined with functional studies on p53 signaling in cancer cell lines, the data provide new insights into the feasibility and challenges of TAF1 inhibitors as chemical probes and therapeutics.
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Affiliation(s)
- Rezaul Md Karim
- Drug Discovery Department, Moffitt Cancer Center, Tampa, Florida 33612, United States.,Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, Florida 33612, United States
| | - Leixiang Yang
- Department of Molecular Oncology, Moffitt Cancer Center, Tampa, Florida 33612, United States
| | - Lihong Chen
- Department of Molecular Oncology, Moffitt Cancer Center, Tampa, Florida 33612, United States
| | - Melissa J Bikowitz
- Drug Discovery Department, Moffitt Cancer Center, Tampa, Florida 33612, United States.,Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, Florida 33612, United States
| | - Junhao Lu
- Department of Molecular Oncology, Moffitt Cancer Center, Tampa, Florida 33612, United States
| | - Dylan Grassie
- Drug Discovery Department, Moffitt Cancer Center, Tampa, Florida 33612, United States
| | - Zachary P Shultz
- Drug Discovery Department, Moffitt Cancer Center, Tampa, Florida 33612, United States
| | - Justin M Lopchuk
- Drug Discovery Department, Moffitt Cancer Center, Tampa, Florida 33612, United States
| | - Jiandong Chen
- Department of Molecular Oncology, Moffitt Cancer Center, Tampa, Florida 33612, United States
| | - Ernst Schönbrunn
- Drug Discovery Department, Moffitt Cancer Center, Tampa, Florida 33612, United States
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16
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Wang D, Zhang T, Madunić K, de Waard AA, Blöchl C, Mayboroda OA, Griffioen M, Spaapen RM, Huber CG, Lageveen-Kammeijer GSM, Wuhrer M. Glycosphingolipid-Glycan Signatures of Acute Myeloid Leukemia Cell Lines Reflect Hematopoietic Differentiation. J Proteome Res 2022; 21:1029-1040. [PMID: 35168327 PMCID: PMC8981326 DOI: 10.1021/acs.jproteome.1c00911] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Aberrant expression of certain glycosphingolipids (GSLs) is associated with the differentiation of acute myeloid leukemia (AML) cells. However, the expression patterns of GSLs in AML are still poorly explored because of their complexity, the presence of multiple isomeric structures, and tedious analytical procedures. In this study, we performed an in-depth GSL glycan analysis of 19 AML cell lines using porous graphitized carbon liquid chromatography-mass spectrometry revealing strikingly different GSL glycan profiles between the various AML cell lines. The cell lines of the M6 subtype showed a high expression of gangliosides with α2,3-sialylation and Neu5Gc, while the M2 and M5 subtypes were characterized by high expression of (neo)lacto-series glycans and Lewis A/X antigens. Integrated analysis of glycomics and available transcriptomics data revealed the association of GSL glycan abundances with the transcriptomics expression of certain glycosyltransferases (GTs) and transcription factors (TFs). In addition, correlations were found between specific GTs and TFs. Our data reveal TFs GATA2, GATA1, and RUNX1 as candidate inducers of the expression of gangliosides and sialylation via regulation of the GTs ST3GAL2 and ST8SIA1. In conclusion, we show that GSL glycan expression levels are associated with hematopoietic AML classifications and TF and GT gene expression. Further research is needed to dissect the regulation of GSL expression and its role in hematopoiesis and associated malignancies.
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Affiliation(s)
- Di Wang
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Postbus 9600, 2300 RC Leiden, The Netherlands
| | - Tao Zhang
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Postbus 9600, 2300 RC Leiden, The Netherlands
| | - Katarina Madunić
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Postbus 9600, 2300 RC Leiden, The Netherlands
| | - Antonius A de Waard
- Department of Immunopathology, Sanquin Research, 1066 CX Amsterdam, The Netherlands.,Landsteiner Laboratory, Amsterdam UMC, University of Amsterdam, 1066 CX Amsterdam, The Netherlands
| | - Constantin Blöchl
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Postbus 9600, 2300 RC Leiden, The Netherlands.,Department of Biosciences, University of Salzburg, Hellbrunnerstrasse 34, 5020 Salzburg, Austria
| | - Oleg A Mayboroda
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Postbus 9600, 2300 RC Leiden, The Netherlands
| | - Marieke Griffioen
- Department of Hematology, Leiden University Medical Center, Postbus 9600, 2300 RC Leiden, The Netherlands
| | - Robbert M Spaapen
- Department of Immunopathology, Sanquin Research, 1066 CX Amsterdam, The Netherlands.,Landsteiner Laboratory, Amsterdam UMC, University of Amsterdam, 1066 CX Amsterdam, The Netherlands
| | - Christian G Huber
- Department of Biosciences, University of Salzburg, Hellbrunnerstrasse 34, 5020 Salzburg, Austria
| | | | - Manfred Wuhrer
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Postbus 9600, 2300 RC Leiden, The Netherlands
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17
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Arabidopsis TBP-ASSOCIATED FACTOR 12 ortholog NOBIRO6 controls root elongation with unfolded protein response cofactor activity. Proc Natl Acad Sci U S A 2022; 119:2120219119. [PMID: 35115407 PMCID: PMC8833210 DOI: 10.1073/pnas.2120219119] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/28/2021] [Indexed: 11/18/2022] Open
Abstract
Plant root growth is indeterminate but continuously responds to environmental changes. We previously reported on the severe root growth defect of a double mutant in bZIP17 and bZIP28 (bz1728) modulating the unfolded protein response (UPR). To elucidate the mechanism by which bz1728 seedlings develop a short root, we obtained a series of bz1728 suppressor mutants, called nobiro, for rescued root growth. We focused here on nobiro6, which is defective in the general transcription factor component TBP-ASSOCIATED FACTOR 12b (TAF12b). The expression of hundreds of genes, including the bZIP60-UPR regulon, was induced in the bz1728 mutant, but these inductions were markedly attenuated in the bz1728nobiro6 mutant. In view of this, we assigned transcriptional cofactor activity via physical interaction with bZIP60 to NOBIRO6/TAF12b. The single nobiro6/taf12b mutant also showed an altered sensitivity to endoplasmic reticulum stress for both UPR and root growth responses, demonstrating that NOBIRO6/TAF12b contributes to environment-responsive root growth control through UPR.
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18
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Soto L, Li Z, Santoso CS, Berenson A, Ho I, Shen VX, Yuan S, Bass JIF. Compendium of human transcription factor effector domains. Mol Cell 2022; 82:514-526. [PMID: 34863368 PMCID: PMC8818021 DOI: 10.1016/j.molcel.2021.11.007] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Revised: 10/16/2021] [Accepted: 11/03/2021] [Indexed: 02/08/2023]
Abstract
Transcription factors (TFs) regulate gene expression by binding to DNA sequences and modulating transcriptional activity through their effector domains. Despite the central role of effector domains in TF function, there is a current lack of a comprehensive resource and characterization of effector domains. Here, we provide a catalog of 924 effector domains across 594 human TFs. Using this catalog, we characterized the amino acid composition of effector domains, their conservation across species and across the human population, and their roles in human diseases. Furthermore, we provide a classification system for effector domains that constitutes a valuable resource and a blueprint for future experimental studies of TF effector domain function.
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Affiliation(s)
- Luis Soto
- Escuela Profesional de Genética y Biotecnología, Facultad de Ciencias Biológicas, Universidad Nacional Mayor de San Marcos, Lima 15081, Perú
| | - Zhaorong Li
- Bioinformatics Program, Boston University, Boston MA 02215
| | - Clarissa S Santoso
- Biology Department, Boston University, Boston MA 02215,Molecular Biology, Cellular Biology and Biochemistry Program, Boston University, Boston MA 02215
| | - Anna Berenson
- Biology Department, Boston University, Boston MA 02215,Molecular Biology, Cellular Biology and Biochemistry Program, Boston University, Boston MA 02215
| | - Isabella Ho
- Biology Department, Boston University, Boston MA 02215
| | - Vivian X Shen
- Biology Department, Boston University, Boston MA 02215
| | - Samson Yuan
- Biology Department, Boston University, Boston MA 02215
| | - Juan I Fuxman Bass
- Bioinformatics Program, Boston University, Boston MA 02215,Biology Department, Boston University, Boston MA 02215,Molecular Biology, Cellular Biology and Biochemistry Program, Boston University, Boston MA 02215,correspondence:
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19
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Lin S, Larrue C, Scheidegger NK, Seong BKA, Dharia NV, Kuljanin M, Wechsler CS, Kugener G, Robichaud AL, Conway AS, Mashaka T, Mouche S, Adane B, Ryan JA, Mancias JD, Younger ST, Piccioni F, Lee LH, Wunderlich M, Letai A, Tamburini J, Stegmaier K. An In Vivo CRISPR Screening Platform for Prioritizing Therapeutic Targets in AML. Cancer Discov 2022; 12:432-449. [PMID: 34531254 PMCID: PMC8831447 DOI: 10.1158/2159-8290.cd-20-1851] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Revised: 07/26/2021] [Accepted: 09/13/2021] [Indexed: 02/02/2023]
Abstract
CRISPR-Cas9-based genetic screens have successfully identified cell type-dependent liabilities in cancer, including acute myeloid leukemia (AML), a devastating hematologic malignancy with poor overall survival. Because most of these screens have been performed in vitro using established cell lines, evaluating the physiologic relevance of these targets is critical. We have established a CRISPR screening approach using orthotopic xenograft models to validate and prioritize AML-enriched dependencies in vivo, including in CRISPR-competent AML patient-derived xenograft (PDX) models tractable for genome editing. Our integrated pipeline has revealed several targets with translational value, including SLC5A3 as a metabolic vulnerability for AML addicted to exogenous myo-inositol and MARCH5 as a critical guardian to prevent apoptosis in AML. MARCH5 repression enhanced the efficacy of BCL2 inhibitors such as venetoclax, further highlighting the clinical potential of targeting MARCH5 in AML. Our study provides a valuable strategy for discovery and prioritization of new candidate AML therapeutic targets. SIGNIFICANCE: There is an unmet need to improve the clinical outcome of AML. We developed an integrated in vivo screening approach to prioritize and validate AML dependencies with high translational potential. We identified SLC5A3 as a metabolic vulnerability and MARCH5 as a critical apoptosis regulator in AML, both of which represent novel therapeutic opportunities.This article is highlighted in the In This Issue feature, p. 275.
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Affiliation(s)
- Shan Lin
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, Massachusetts.,The Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Clément Larrue
- Translational Research Centre in Onco-hematology, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Nastassja K. Scheidegger
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, Massachusetts.,The Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Bo Kyung A. Seong
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, Massachusetts.,The Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Neekesh V. Dharia
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, Massachusetts.,The Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Miljan Kuljanin
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Caroline S. Wechsler
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, Massachusetts
| | | | - Amanda L. Robichaud
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, Massachusetts
| | - Amy Saur Conway
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, Massachusetts
| | - Thelma Mashaka
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Sarah Mouche
- Translational Research Centre in Onco-hematology, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Biniam Adane
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, Massachusetts.,The Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Jeremy A. Ryan
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Joseph D. Mancias
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Scott T. Younger
- The Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | | | - Lynn H. Lee
- Division of Oncology, Cancer and Blood Disease Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio.,Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Mark Wunderlich
- Division of Experimental Hematology and Cancer Biology, Cancer and Blood Disease Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - Anthony Letai
- The Broad Institute of MIT and Harvard, Cambridge, Massachusetts.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Jérôme Tamburini
- Translational Research Centre in Onco-hematology, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Kimberly Stegmaier
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, Massachusetts.,The Broad Institute of MIT and Harvard, Cambridge, Massachusetts.,Corresponding Author: Kimberly Stegmaier, Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA 02215. Phone: 617-632-4438; E-mail:
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20
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SCP4-STK35/PDIK1L complex is a dual phospho-catalytic signaling dependency in acute myeloid leukemia. Cell Rep 2022; 38:110233. [PMID: 35021089 PMCID: PMC8796272 DOI: 10.1016/j.celrep.2021.110233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Revised: 08/20/2021] [Accepted: 12/16/2021] [Indexed: 11/22/2022] Open
Abstract
Acute myeloid leukemia (AML) cells rely on phospho-signaling pathways to gain unlimited proliferation potential. Here, we use domain-focused CRISPR screening and identify the nuclear phosphatase SCP4 as a dependency in AML, yet this enzyme is dispensable in normal hematopoietic progenitor cells. Using CRISPR exon scanning and gene complementation assays, we show that the catalytic function of SCP4 is essential in AML. Through mass spectrometry analysis of affinity-purified complexes, we identify the kinase paralogs STK35 and PDIK1L as binding partners and substrates of the SCP4 phosphatase domain. We show that STK35 and PDIK1L function catalytically and redundantly in the same pathway as SCP4 to maintain AML proliferation and to support amino acid biosynthesis and transport. We provide evidence that SCP4 regulates STK35/PDIK1L through two distinct mechanisms: catalytic removal of inhibitory phosphorylation and by promoting kinase stability. Our findings reveal a phosphatase-kinase signaling complex that supports the pathogenesis of AML.
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21
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Identification of a c-MYB-directed therapeutic for acute myeloid leukemia. Leukemia 2022; 36:1541-1549. [PMID: 35368048 PMCID: PMC9162920 DOI: 10.1038/s41375-022-01554-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2021] [Revised: 03/07/2022] [Accepted: 03/21/2022] [Indexed: 11/27/2022]
Abstract
A significant proportion of patients suffering from acute myeloid leukemia (AML) cannot be cured by conventional chemotherapy, relapsed disease being a common problem. Molecular targeting of essential oncogenic mediators is an attractive approach to improving outcomes for this disease. The hematopoietic transcription factor c-MYB has been revealed as a central component of complexes maintaining aberrant gene expression programs in AML. We have previously screened the Connectivity Map database to identify mebendazole as an anti-AML therapeutic targeting c-MYB. In the present study we demonstrate that another hit from this screen, the steroidal lactone withaferin A (WFA), induces rapid ablation of c-MYB protein and consequent inhibition of c-MYB target gene expression, loss of leukemia cell viability, reduced colony formation and impaired disease progression. Although WFA has been reported to have pleiotropic anti-cancer effects, we demonstrate that its anti-AML activity depends on c-MYB modulation and can be partially reversed by a stabilized c-MYB mutant. c-MYB ablation results from disrupted HSP/HSC70 chaperone protein homeostasis in leukemia cells following induction of proteotoxicity and the unfolded protein response by WFA. The widespread use of WFA in traditional medicines throughout the world indicates that it represents a promising candidate for repurposing into AML therapy.
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22
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Controllable genome editing with split-engineered base editors. Nat Chem Biol 2021; 17:1262-1270. [PMID: 34663942 PMCID: PMC8981362 DOI: 10.1038/s41589-021-00880-w] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Accepted: 08/12/2021] [Indexed: 12/26/2022]
Abstract
DNA deaminase enzymes play key roles in immunity and have recently been harnessed for their biotechnological applications. In base editors (BEs), the combination of DNA deaminase mutator activity with CRISPR-Cas localization confers the powerful ability to directly convert one target DNA base into another. While efforts have been made to improve targeting efficiency and precision, all BEs so far use a constitutively active DNA deaminase. The absence of regulatory control over promiscuous deaminase activity remains a major limitation to accessing the widespread potential of BEs. Here, we reveal sites that permit splitting of DNA cytosine deaminases into two inactive fragments, whose reapproximation reconstitutes activity. These findings allow for the development of split-engineered BEs (seBEs), which newly enable small-molecule control over targeted mutator activity. We show that the seBE strategy facilitates robust regulated editing with BE scaffolds containing diverse deaminases, offering a generalizable solution for temporally controlling precision genome editing.
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23
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Huang XT, Li JH, Zhu XX, Huang CS, Gao ZX, Xu QC, Zhao W, Yin XY. HNRNPC impedes m 6A-dependent anti-metastatic alternative splicing events in pancreatic ductal adenocarcinoma. Cancer Lett 2021; 518:196-206. [PMID: 34271104 DOI: 10.1016/j.canlet.2021.07.016] [Citation(s) in RCA: 38] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Revised: 07/07/2021] [Accepted: 07/10/2021] [Indexed: 10/20/2022]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a malignancy with poor prognosis due to early metastasis. The aberrant N6-methyladenosine (m6A) RNA modification has emerged as an important mechanism in cancer progression and metastasis, but its role in PDAC remained largely unknown. Here, we demonstrated that an m6A regulator, heterogeneous nuclear ribonucleoprotein C (HNRNPC), modulated alternative splicing events to promote PDAC metastasis. In clinical PDAC tissues, high expression of HNRNPC was correlated with metastasis, resulting in poor prognosis in PDAC patients. Knockdown of HNRNPC significantly reduced PDAC cell invasion in vitro and metastasis in vivo. In contrast, overexpression of HNRNPC provoked malignant phenotypes of PDAC cells. Mechanistically, HNRNPC antagonized the anti-metastatic isoform of TAF8 (TAF8L) but increased the pro-metastatic alternative splicing isoform of TAF8 (TAF8S). Mutation of the m6A-site of TAF8 attenuated the interaction between HNRNPC and TAF8 transcript, leading to the decrease of TAF8S. Furthermore, experimental manipulation of the anti-metastasis splicing isoform TAF8L revealed that splice isoform switching of TAF8 is crucial for PDAC metastasis. In conclusion, our findings demonstrate the essentiality of HNRNPC-mediated alternative splicing events that impinges on metastatic PDAC.
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Affiliation(s)
- Xi-Tai Huang
- Department of Pancreato-Biliary Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510080, Guangdong, China
| | - Jian-Hui Li
- Department of Pancreato-Biliary Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510080, Guangdong, China
| | - Xiao-Xu Zhu
- Department of Pancreato-Biliary Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510080, Guangdong, China
| | - Chen-Song Huang
- Department of Pancreato-Biliary Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510080, Guangdong, China
| | - Zhuo-Xing Gao
- Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China
| | - Qiong-Cong Xu
- Department of Pancreato-Biliary Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510080, Guangdong, China
| | - Wei Zhao
- Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China.
| | - Xiao-Yu Yin
- Department of Pancreato-Biliary Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510080, Guangdong, China.
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24
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Porazzi P, De Dominici M, Salvino J, Calabretta B. Targeting the CDK6 Dependence of Ph+ Acute Lymphoblastic Leukemia. Genes (Basel) 2021; 12:genes12091355. [PMID: 34573335 PMCID: PMC8467343 DOI: 10.3390/genes12091355] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Revised: 08/27/2021] [Accepted: 08/27/2021] [Indexed: 12/13/2022] Open
Abstract
Ph+ ALL is a poor-prognosis leukemia subtype driven by the BCR-ABL1 oncogene, either the p190- or the p210-BCR/ABL isoform in a 70:30 ratio. Tyrosine Kinase inhibitors (TKIs) are the drugs of choice in the therapy of Ph+ ALL. In combination with standard chemotherapy, TKIs have markedly improved the outcome of Ph+ ALL, in particular if this treatment is followed by bone marrow transplantation. However, resistance to TKIs develops with high frequency, causing leukemia relapse that results in <5-year overall survival. Thus, new therapies are needed to address relapsed/TKI-resistant Ph+ ALL. We have shown that expression of cell cycle regulatory kinase CDK6, but not of the highly related CDK4 kinase, is required for the proliferation and survival of Ph+ ALL cells. Comparison of leukemia suppression induced by treatment with the clinically-approved dual CDK4/6 inhibitor palbociclib versus CDK6 silencing revealed that the latter treatment was markedly more effective, probably reflecting inhibition of CDK6 kinase-independent effects. Thus, we developed CDK4/6-targeted proteolysis-targeting chimeras (PROTACs) that preferentially degrade CDK6 over CDK4. One compound termed PROTAC YX-2-107, which degrades CDK6 by recruiting the Cereblon ubiquitin ligase, markedly suppressed leukemia burden in mice injected with de novo or TKI-resistant Ph+ ALL. The effect of PROTAC YX-2-107 was comparable or superior to that of palbociclib. The development of CDK6-selective PROTACs represents an effective strategy to exploit the “CDK6 dependence” of Ph+ ALL cells while sparing a high proportion of normal hematopoietic progenitors that depend on both CDK6 and CDK6 for their survival. In combination with other agents, CDK6-selective PROTACs may be valuable components of chemotherapy-free protocols for the therapy of Ph+ ALL and other CDK6-dependent hematological malignancies.
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Affiliation(s)
- Patrizia Porazzi
- Department of Cancer Biology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA 19107, USA;
- Correspondence:
| | - Marco De Dominici
- Department of Biochemistry and Molecular Genetics, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA;
| | | | - Bruno Calabretta
- Department of Cancer Biology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA 19107, USA;
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25
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Feng W, Cao Z, Lim PX, Zhao H, Luo H, Mao N, Lee YS, Rivera AA, Choi D, Wu C, Han T, Romero R, de Stanchina E, Carver BS, Wang Q, Jasin M, Sawyers CL. Rapid interrogation of cancer cell of origin through CRISPR editing. Proc Natl Acad Sci U S A 2021; 118:e2110344118. [PMID: 34353917 PMCID: PMC8364185 DOI: 10.1073/pnas.2110344118] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Abstract
The increasing complexity of different cell types revealed by single-cell analysis of tissues presents challenges in efficiently elucidating their functions. Here we show, using prostate as a model tissue, that primary organoids and freshly isolated epithelial cells can be CRISPR edited ex vivo using Cas9-sgRNA (guide RNA) ribotnucleoprotein complex technology, then orthotopically transferred in vivo into immunocompetent or immunodeficient mice to generate cancer models with phenotypes resembling those seen in traditional genetically engineered mouse models. Large intrachromosomal (∼2 Mb) or multigenic deletions can be engineered efficiently without the need for selection, including in isolated subpopulations to address cell-of-origin questions.
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Affiliation(s)
- Weiran Feng
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065
| | - Zhen Cao
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065
- Weill Cornell Graduate School of Medical Sciences, Weill Cornell Medicine, New York, NY 10021
| | - Pei Xin Lim
- Developmental Biology Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065
| | - Huiyong Zhao
- Antitumor Assessment Core Facility, Memorial Sloan Kettering Cancer Center, New York, NY 10065
| | - Hanzhi Luo
- Molecular Pharmacology Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065
| | - Ninghui Mao
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065
| | - Young Sun Lee
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065
| | - Aura Agudelo Rivera
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065
| | - Danielle Choi
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065
| | - Chao Wu
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY 10065
| | - Teng Han
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065
| | - Rodrigo Romero
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065
| | - Elisa de Stanchina
- Antitumor Assessment Core Facility, Memorial Sloan Kettering Cancer Center, New York, NY 10065
| | - Brett S Carver
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY 10065
- Division of Urology, Memorial Sloan Kettering Cancer Center, New York, NY 10065
| | - Qiao Wang
- Key Laboratory of Medical Molecular Virology of Ministry of Education/National Health Commission/Chinese Academy of Medical Sciences, School of Basic Medical Sciences, Shanghai Medical College of Fudan University, Shanghai 200032, China
| | - Maria Jasin
- Developmental Biology Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065
| | - Charles L Sawyers
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065;
- HHMI, Memorial Sloan Kettering Cancer Center, New York, NY 10065
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26
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Sun F, Sun T, Kronenberg M, Tan X, Huang C, Carey MF. The Pol II preinitiation complex (PIC) influences Mediator binding but not promoter-enhancer looping. Genes Dev 2021; 35:1175-1189. [PMID: 34301767 PMCID: PMC8336890 DOI: 10.1101/gad.348471.121] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Accepted: 06/24/2021] [Indexed: 02/05/2023]
Abstract
Knowledge of how Mediator and TFIID cross-talk contributes to promoter-enhancer (P-E) communication is important for elucidating the mechanism of enhancer function. We conducted an shRNA knockdown screen in murine embryonic stem cells to identify the functional overlap between Mediator and TFIID subunits on gene expression. Auxin-inducible degrons were constructed for TAF12 and MED4, the subunits eliciting the greatest overlap. Degradation of TAF12 led to a dramatic genome-wide decrease in gene expression accompanied by destruction of TFIID, loss of Pol II preinitiation complex (PIC) at promoters, and significantly decreased Mediator binding to promoters and enhancers. Interestingly, loss of the PIC elicited only a mild effect on P-E looping by promoter capture Hi-C (PCHi-C). Degradation of MED4 had a minor effect on Mediator integrity but led to a consistent twofold loss in gene expression, decreased binding of Pol II to Mediator, and decreased recruitment of Pol II to the promoters, but had no effect on the other PIC components. PCHi-C revealed no consistent effect of MED4 degradation on P-E looping. Collectively, our data show that TAF12 and MED4 contribute mechanistically in different ways to P-E communication but neither factor appears to directly control P-E looping, thereby dissociating P-E communication from physical looping.
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Affiliation(s)
- Fei Sun
- Department of Biological Chemistry, David Geffen School of Medicine at University of California at Los Angeles, Los Angeles, California 90095, USA
| | - Terrence Sun
- Department of Biological Chemistry, David Geffen School of Medicine at University of California at Los Angeles, Los Angeles, California 90095, USA
| | - Michael Kronenberg
- Department of Biological Chemistry, David Geffen School of Medicine at University of California at Los Angeles, Los Angeles, California 90095, USA
| | - Xianglong Tan
- Department of Biological Chemistry, David Geffen School of Medicine at University of California at Los Angeles, Los Angeles, California 90095, USA
| | - Chengyang Huang
- Center for Neurobiology, Shantou University Medical College, Shantou 515041, China
| | - Michael F Carey
- Department of Biological Chemistry, David Geffen School of Medicine at University of California at Los Angeles, Los Angeles, California 90095, USA
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27
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Barabino SML, Citterio E, Ronchi AE. Transcription Factors, R-Loops and Deubiquitinating Enzymes: Emerging Targets in Myelodysplastic Syndromes and Acute Myeloid Leukemia. Cancers (Basel) 2021; 13:cancers13153753. [PMID: 34359655 PMCID: PMC8345071 DOI: 10.3390/cancers13153753] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Revised: 07/21/2021] [Accepted: 07/23/2021] [Indexed: 12/19/2022] Open
Abstract
Simple Summary The advent of DNA massive sequencing technologies has allowed for the first time an extensive look into the heterogeneous spectrum of genes and mutations underpinning myelodysplastic syndromes (MDSs) and acute myeloid leukemia (AML). In this review, we wish to explore the most recent advances and the rationale for the potential therapeutic interest of three main actors in myelo-leukemic transformation: transcription factors that govern myeloid differentiation; RNA splicing factors, which ensure proper mRNA maturation and whose mutations increase R-loops formation; and deubiquitinating enzymes, which contribute to genome stability in hematopoietic stem cells (HSCs). Abstract Myeloid neoplasms encompass a very heterogeneous family of diseases characterized by the failure of the molecular mechanisms that ensure a balanced equilibrium between hematopoietic stem cells (HSCs) self-renewal and the proper production of differentiated cells. The origin of the driver mutations leading to preleukemia can be traced back to HSC/progenitor cells. Many properties typical to normal HSCs are exploited by leukemic stem cells (LSCs) to their advantage, leading to the emergence of a clonal population that can eventually progress to leukemia with variable latency and evolution. In fact, different subclones might in turn develop from the original malignant clone through accumulation of additional mutations, increasing their competitive fitness. This process ultimately leads to a complex cancer architecture where a mosaic of cellular clones—each carrying a unique set of mutations—coexists. The repertoire of genes whose mutations contribute to the progression toward leukemogenesis is broad. It encompasses genes involved in different cellular processes, including transcriptional regulation, epigenetics (DNA and histones modifications), DNA damage signaling and repair, chromosome segregation and replication (cohesin complex), RNA splicing, and signal transduction. Among these many players, transcription factors, RNA splicing proteins, and deubiquitinating enzymes are emerging as potential targets for therapeutic intervention.
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28
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Gene Transcription as a Therapeutic Target in Leukemia. Int J Mol Sci 2021; 22:ijms22147340. [PMID: 34298959 PMCID: PMC8304797 DOI: 10.3390/ijms22147340] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Revised: 07/02/2021] [Accepted: 07/05/2021] [Indexed: 12/11/2022] Open
Abstract
Blood malignancies often arise from undifferentiated hematopoietic stem cells or partially differentiated stem-like cells. A tight balance of multipotency and differentiation, cell division, and quiescence underlying normal hematopoiesis requires a special program governed by the transcriptional machinery. Acquisition of drug resistance by tumor cells also involves reprogramming of their transcriptional landscape. Limiting tumor cell plasticity by disabling reprogramming of the gene transcription is a promising strategy for improvement of treatment outcomes. Herein, we review the molecular mechanisms of action of transcription-targeted drugs in hematological malignancies (largely in leukemia) with particular respect to the results of clinical trials.
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29
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Takao S, Forbes L, Uni M, Cheng S, Pineda JMB, Tarumoto Y, Cifani P, Minuesa G, Chen C, Kharas MG, Bradley RK, Vakoc CR, Koche RP, Kentsis A. Convergent organization of aberrant MYB complex controls oncogenic gene expression in acute myeloid leukemia. eLife 2021; 10:65905. [PMID: 33527899 PMCID: PMC7886351 DOI: 10.7554/elife.65905] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Accepted: 02/01/2021] [Indexed: 12/17/2022] Open
Abstract
Dysregulated gene expression contributes to most prevalent features in human cancers. Here, we show that most subtypes of acute myeloid leukemia (AML) depend on the aberrant assembly of MYB transcriptional co-activator complex. By rapid and selective peptidomimetic interference with the binding of CBP/P300 to MYB, but not CREB or MLL1, we find that the leukemic functions of MYB are mediated by CBP/P300 co-activation of a distinct set of transcription factor complexes. These MYB complexes assemble aberrantly with LYL1, E2A, C/EBP family members, LMO2, and SATB1. They are organized convergently in genetically diverse subtypes of AML and are at least in part associated with inappropriate transcription factor co-expression. Peptidomimetic remodeling of oncogenic MYB complexes is accompanied by specific proteolysis and dynamic redistribution of CBP/P300 with alternative transcription factors such as RUNX1 to induce myeloid differentiation and apoptosis. Thus, aberrant assembly and sequestration of MYB:CBP/P300 complexes provide a unifying mechanism of oncogenic gene expression in AML. This work establishes a compelling strategy for their pharmacologic reprogramming and therapeutic targeting for diverse leukemias and possibly other human cancers caused by dysregulated gene control.
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Affiliation(s)
- Sumiko Takao
- Molecular Pharmacology Program, Sloan Kettering Institute, New York, United States.,Tow Center for Developmental Oncology, Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, United States
| | - Lauren Forbes
- Molecular Pharmacology Program, Sloan Kettering Institute, New York, United States.,Tow Center for Developmental Oncology, Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, United States.,Departments of Pharmacology and Physiology & Biophysics, Weill Cornell Graduate School of Medical Sciences, Cornell University, New York, United States
| | - Masahiro Uni
- Molecular Pharmacology Program, Sloan Kettering Institute, New York, United States.,Tow Center for Developmental Oncology, Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, United States
| | - Shuyuan Cheng
- Molecular Pharmacology Program, Sloan Kettering Institute, New York, United States.,Tow Center for Developmental Oncology, Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, United States.,Departments of Pharmacology and Physiology & Biophysics, Weill Cornell Graduate School of Medical Sciences, Cornell University, New York, United States
| | - Jose Mario Bello Pineda
- Computational Biology Program, Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, United States.,Medical Scientist Training Program, University of Washington, Seattle, United States.,Basic Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, United States.,Department of Genome Sciences, University of Washington, Seattle, United States
| | - Yusuke Tarumoto
- Cold Spring Harbor Laboratory, Cold Spring Harbor, United States.,Institute for Frontier Life and Medical Sciences, Kyoto University, Kyoto, Japan
| | - Paolo Cifani
- Molecular Pharmacology Program, Sloan Kettering Institute, New York, United States
| | - Gerard Minuesa
- Molecular Pharmacology Program, Sloan Kettering Institute, New York, United States
| | - Celine Chen
- Molecular Pharmacology Program, Sloan Kettering Institute, New York, United States
| | - Michael G Kharas
- Molecular Pharmacology Program, Sloan Kettering Institute, New York, United States.,Departments of Pharmacology and Physiology & Biophysics, Weill Cornell Graduate School of Medical Sciences, Cornell University, New York, United States
| | - Robert K Bradley
- Computational Biology Program, Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, United States.,Basic Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, United States.,Department of Genome Sciences, University of Washington, Seattle, United States
| | | | - Richard P Koche
- Center for Epigenetics Research, Sloan Kettering Institute, New York, United States
| | - Alex Kentsis
- Molecular Pharmacology Program, Sloan Kettering Institute, New York, United States.,Tow Center for Developmental Oncology, Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, United States.,Departments of Pharmacology and Physiology & Biophysics, Weill Cornell Graduate School of Medical Sciences, Cornell University, New York, United States
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30
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Wang Z, Wang P, Li Y, Peng H, Zhu Y, Mohandas N, Liu J. Interplay between cofactors and transcription factors in hematopoiesis and hematological malignancies. Signal Transduct Target Ther 2021; 6:24. [PMID: 33468999 PMCID: PMC7815747 DOI: 10.1038/s41392-020-00422-1] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Revised: 10/16/2020] [Accepted: 10/26/2020] [Indexed: 02/07/2023] Open
Abstract
Hematopoiesis requires finely tuned regulation of gene expression at each stage of development. The regulation of gene transcription involves not only individual transcription factors (TFs) but also transcription complexes (TCs) composed of transcription factor(s) and multisubunit cofactors. In their normal compositions, TCs orchestrate lineage-specific patterns of gene expression and ensure the production of the correct proportions of individual cell lineages during hematopoiesis. The integration of posttranslational and conformational modifications in the chromatin landscape, nucleosomes, histones and interacting components via the cofactor–TF interplay is critical to optimal TF activity. Mutations or translocations of cofactor genes are expected to alter cofactor–TF interactions, which may be causative for the pathogenesis of various hematologic disorders. Blocking TF oncogenic activity in hematologic disorders through targeting cofactors in aberrant complexes has been an exciting therapeutic strategy. In this review, we summarize the current knowledge regarding the models and functions of cofactor–TF interplay in physiological hematopoiesis and highlight their implications in the etiology of hematological malignancies. This review presents a deep insight into the physiological and pathological implications of transcription machinery in the blood system.
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Affiliation(s)
- Zi Wang
- Department of Hematology, Institute of Molecular Hematology, The Second Xiangya Hospital, Central South University, 410011, ChangSha, Hunan, China. .,Molecular Biology Research Center and Hunan Province Key Laboratory of Basic and Applied Hematology, School of Life Sciences, Central South University, 410078, Changsha, Hunan, China.
| | - Pan Wang
- Molecular Biology Research Center and Hunan Province Key Laboratory of Basic and Applied Hematology, School of Life Sciences, Central South University, 410078, Changsha, Hunan, China
| | - Yanan Li
- Molecular Biology Research Center and Hunan Province Key Laboratory of Basic and Applied Hematology, School of Life Sciences, Central South University, 410078, Changsha, Hunan, China
| | - Hongling Peng
- Department of Hematology, Institute of Molecular Hematology, The Second Xiangya Hospital, Central South University, 410011, ChangSha, Hunan, China
| | - Yu Zhu
- Molecular Biology Research Center and Hunan Province Key Laboratory of Basic and Applied Hematology, School of Life Sciences, Central South University, 410078, Changsha, Hunan, China
| | - Narla Mohandas
- Red Cell Physiology Laboratory, New York Blood Center, New York, NY, USA
| | - Jing Liu
- Molecular Biology Research Center and Hunan Province Key Laboratory of Basic and Applied Hematology, School of Life Sciences, Central South University, 410078, Changsha, Hunan, China.
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31
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Abstract
Classifying the hematological malignancies by assigning cells to their normal counterpart and describing the nature of disease progression are entirely reliant on an accurate picture for the development of the multifarious types of blood and immune cells. In recent years, our understanding of the complex relationships between the various hematopoietic stem cell-derived cell lineages has undergone substantial revision. There has been similar progress in how we describe the nature of the "target" cells that genetic insults transform to give rise to the hematological malignancies. Here I describe how both longstanding and new information has influenced classifying, for diagnosis, the hematological malignancies.
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Affiliation(s)
- Geoffrey Brown
- Institute of Clinical Sciences, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK.
- Institute of Immunology and Immunotherapy, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK.
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32
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Soncini D, Orecchioni S, Ruberti S, Minetto P, Martinuzzi C, Agnelli L, Todoerti K, Cagnetta A, Miglino M, Clavio M, Contini P, Varaldo R, Bergamaschi M, Guolo F, Passalacqua M, Nencioni A, Monacelli F, Gobbi M, Neri A, Abbadessa G, Eathiraj S, Schwartz B, Bertolini F, Lemoli RM, Cea M. The new small tyrosine kinase inhibitor ARQ531 targets acute myeloid leukemia cells by disrupting multiple tumor-addicted programs. Haematologica 2020; 105:2420-2431. [PMID: 33054082 PMCID: PMC7556675 DOI: 10.3324/haematol.2019.224956] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2019] [Accepted: 10/10/2019] [Indexed: 11/17/2022] Open
Abstract
Tyrosine kinases have been implicated in promoting tumorigenesis of several human cancers. Exploiting these vulnerabilities has been shown to be an effective anti-tumor strategy as demonstrated for example by the Bruton's tyrosine kinase (BTK) inhibitor, ibrutinib, for treatment of various blood cancers. Here, we characterize a new multiple kinase inhibitor, ARQ531, and evaluate its mechanism of action in preclinical models of acute myeloid leukemia. Treatment with ARQ531, by producing global signaling pathway deregulation, resulted in impaired cell cycle progression and survival in a large panel of leukemia cell lines and patient-derived tumor cells, regardless of the specific genetic background and/or the presence of bone marrow stromal cells. RNA-seq analysis revealed that ARQ531 constrained tumor cell proliferation and survival through Bruton's tyrosine kinase and transcriptional program dysregulation, with proteasome-mediated MYB degradation and depletion of short-lived proteins that are crucial for tumor growth and survival, including ERK, MYC and MCL1. Finally, ARQ531 treatment was effective in a patient-derived leukemia mouse model with significant impairment of tumor progression and survival, at tolerated doses. These data justify the clinical development of ARQ531 as a promising targeted agent for the treatment of patients with acute myeloid leukemia.
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Affiliation(s)
- Debora Soncini
- Chair of Hematology, Department of Internal Medicine and Specialities (DiMI), University of Genoa, Genoa, Italy
| | - Stefania Orecchioni
- Laboratory of Hematology-Oncology, European Institute of Oncology IRCCS, Milan, Italy
| | - Samantha Ruberti
- Chair of Hematology, Department of Internal Medicine and Specialities (DiMI), University of Genoa, Genoa, Italy
| | - Paola Minetto
- Chair of Hematology, Department of Internal Medicine and Specialities (DiMI), University of Genoa, Genoa, Italy
- IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Claudia Martinuzzi
- Chair of Hematology, Department of Internal Medicine and Specialities (DiMI), University of Genoa, Genoa, Italy
| | - Luca Agnelli
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Katia Todoerti
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Antonia Cagnetta
- Chair of Hematology, Department of Internal Medicine and Specialities (DiMI), University of Genoa, Genoa, Italy
- IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Maurizio Miglino
- Chair of Hematology, Department of Internal Medicine and Specialities (DiMI), University of Genoa, Genoa, Italy
- IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Marino Clavio
- Chair of Hematology, Department of Internal Medicine and Specialities (DiMI), University of Genoa, Genoa, Italy
- IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Paola Contini
- Department of Internal Medicine and Specialities (DiMI), University of Genoa, Genoa, Italy
| | - Riccardo Varaldo
- Division of Hematology and Hematopoietic Stem Cell Transplantation Unit, Ospedale Policlinico San Martino, Genoa, Italy
| | - Micaela Bergamaschi
- Chair of Hematology, Department of Internal Medicine and Specialities (DiMI), University of Genoa, Genoa, Italy
| | - Fabio Guolo
- Chair of Hematology, Department of Internal Medicine and Specialities (DiMI), University of Genoa, Genoa, Italy
| | - Mario Passalacqua
- Department of Experimental Medicine (DIMES), University of Genoa, Genoa, Italy
| | - Alessio Nencioni
- Department of Internal Medicine and Specialities (DiMI), University of Genoa, Genoa, Italy
| | - Fiammetta Monacelli
- Department of Internal Medicine and Specialities (DiMI), University of Genoa, Genoa, Italy
| | - Marco Gobbi
- Chair of Hematology, Department of Internal Medicine and Specialities (DiMI), University of Genoa, Genoa, Italy
- IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Antonino Neri
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | | | | | | | - Francesco Bertolini
- Laboratory of Hematology-Oncology, European Institute of Oncology IRCCS, Milan, Italy
| | - Roberto M. Lemoli
- Chair of Hematology, Department of Internal Medicine and Specialities (DiMI), University of Genoa, Genoa, Italy
- IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Michele Cea
- Chair of Hematology, Department of Internal Medicine and Specialities (DiMI), University of Genoa, Genoa, Italy
- IRCCS Ospedale Policlinico San Martino, Genoa, Italy
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33
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Salt-inducible kinase inhibition suppresses acute myeloid leukemia progression in vivo. Blood 2020; 135:56-70. [PMID: 31697837 DOI: 10.1182/blood.2019001576] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2019] [Accepted: 10/22/2019] [Indexed: 12/15/2022] Open
Abstract
Lineage-defining transcription factors (TFs) are compelling targets for leukemia therapy, yet they are among the most challenging proteins to modulate directly with small molecules. We previously used CRISPR screening to identify a salt-inducible kinase 3 (SIK3) requirement for the growth of acute myeloid leukemia (AML) cell lines that overexpress the lineage TF myocyte enhancer factor (MEF2C). In this context, SIK3 maintains MEF2C function by directly phosphorylating histone deacetylase 4 (HDAC4), a repressive cofactor of MEF2C. In this study, we evaluated whether inhibition of SIK3 with the tool compound YKL-05-099 can suppress MEF2C function and attenuate disease progression in animal models of AML. Genetic targeting of SIK3 or MEF2C selectively suppressed the growth of transformed hematopoietic cells under in vitro and in vivo conditions. Similar phenotypes were obtained when cells were exposed to YKL-05-099, which caused cell-cycle arrest and apoptosis in MEF2C-expressing AML cell lines. An epigenomic analysis revealed that YKL-05-099 rapidly suppressed MEF2C function by altering the phosphorylation state and nuclear localization of HDAC4. Using a gatekeeper allele of SIK3, we found that the antiproliferative effects of YKL-05-099 occurred through on-target inhibition of SIK3 kinase activity. Based on these findings, we treated 2 different mouse models of MLL-AF9 AML with YKL-05-099, which attenuated disease progression in vivo and extended animal survival at well-tolerated doses. These findings validate SIK3 as a therapeutic target in MEF2C-addicted AML and provide a rationale for developing druglike inhibitors of SIK3 for definitive preclinical investigation and for studies in human patients.
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34
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Zikavirus prME Envelope Pseudotyped Human Immunodeficiency Virus Type-1 as a Novel Tool for Glioblastoma-Directed Virotherapy. Cancers (Basel) 2020; 12:cancers12041000. [PMID: 32325703 PMCID: PMC7226176 DOI: 10.3390/cancers12041000] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Revised: 04/09/2020] [Accepted: 04/15/2020] [Indexed: 12/14/2022] Open
Abstract
Glioblastoma multiforme is the most lethal type of brain tumor that is not yet curable owing to its frequent resurgence after surgery. Resistance is mainly caused by the presence of a subpopulation of tumor cells, the glioma stem cells (GSCs), which are highly resistant to radiation and chemotherapy. In 2015, Zikavirus (ZIKV)-induced microcephaly emerged in newborns, indicating that ZIKV has a specific neurotropism. Accordingly, an oncolytic tropism for infecting GSCs was demonstrated in a murine tumor model. Like other flaviviruses, ZIKV is enveloped by two proteins, prM and E. The pME expression plasmid along with the HIV-1 vector pNL Luc AM generated prME pseudotyped viral particles. Four different prME envelopes, Z1 to Z4, were cloned, and the corresponding pseudotypes, Z1- to Z4-HIVluc, produced by this two-plasmid system, were tested for entry efficiency using Vero-B4 cells. The most efficient pseudotype, Z1-HIVluc, also infected glioma-derived cell lines U87 and 86HG39. The pseudotype system was then extended by using a three-plasmid system including pME-Z1, the HIV-1 packaging plasmid psPAX2, and the lentiviral vector pLenti-luciferase-P2A-Neo. The corresponding pseudotype, designated Z1-LENTIluc, also infected U87 and 86HG39 cells. Altogether, a pseudotyped virus especially targeting glioma-derived cells might be a promising candidate for a prospective glioblastoma-directed virotherapy.
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Fant CB, Levandowski CB, Gupta K, Maas ZL, Moir J, Rubin JD, Sawyer A, Esbin MN, Rimel JK, Luyties O, Marr MT, Berger I, Dowell RD, Taatjes DJ. TFIID Enables RNA Polymerase II Promoter-Proximal Pausing. Mol Cell 2020; 78:785-793.e8. [PMID: 32229306 DOI: 10.1016/j.molcel.2020.03.008] [Citation(s) in RCA: 44] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2019] [Revised: 11/15/2019] [Accepted: 03/05/2020] [Indexed: 02/07/2023]
Abstract
RNA polymerase II (RNAPII) transcription is governed by the pre-initiation complex (PIC), which contains TFIIA, TFIIB, TFIID, TFIIE, TFIIF, TFIIH, RNAPII, and Mediator. After initiation, RNAPII enzymes pause after transcribing less than 100 bases; precisely how RNAPII pausing is enforced and regulated remains unclear. To address specific mechanistic questions, we reconstituted human RNAPII promoter-proximal pausing in vitro, entirely with purified factors (no extracts). As expected, NELF and DSIF increased pausing, and P-TEFb promoted pause release. Unexpectedly, the PIC alone was sufficient to reconstitute pausing, suggesting RNAPII pausing is an inherent PIC function. In agreement, pausing was lost upon replacement of the TFIID complex with TATA-binding protein (TBP), and PRO-seq experiments revealed widespread disruption of RNAPII pausing upon acute depletion (t = 60 min) of TFIID subunits in human or Drosophila cells. These results establish a TFIID requirement for RNAPII pausing and suggest pause regulatory factors may function directly or indirectly through TFIID.
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Affiliation(s)
- Charli B Fant
- Department of Biochemistry, University of Colorado, Boulder, CO, USA
| | | | - Kapil Gupta
- School of Biochemistry, Bristol Research Centre for Synthetic Biology, University of Bristol, Bristol, UK
| | - Zachary L Maas
- Department of Biochemistry, University of Colorado, Boulder, CO, USA
| | - John Moir
- Department of Biochemistry, University of Colorado, Boulder, CO, USA
| | - Jonathan D Rubin
- Department of Biochemistry, University of Colorado, Boulder, CO, USA
| | - Andrew Sawyer
- Department of Biology, Brandeis University, Waltham, MA, USA
| | - Meagan N Esbin
- Department of Biochemistry, University of Colorado, Boulder, CO, USA
| | - Jenna K Rimel
- Department of Biochemistry, University of Colorado, Boulder, CO, USA
| | - Olivia Luyties
- Department of Biochemistry, University of Colorado, Boulder, CO, USA
| | - Michael T Marr
- Department of Biology, Brandeis University, Waltham, MA, USA
| | - Imre Berger
- School of Biochemistry, Bristol Research Centre for Synthetic Biology, University of Bristol, Bristol, UK
| | - Robin D Dowell
- Department of Molecular, Cellular, and Developmental Biology, University of Colorado, Boulder, CO, USA; BioFrontiers Institute, University of Colorado, Boulder, CO, USA
| | - Dylan J Taatjes
- Department of Biochemistry, University of Colorado, Boulder, CO, USA.
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36
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Epigenetic therapies in acute myeloid leukemia: where to from here? Blood 2020; 134:1891-1901. [PMID: 31697822 DOI: 10.1182/blood.2019003262] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2019] [Accepted: 10/06/2019] [Indexed: 12/11/2022] Open
Abstract
A hallmark of acute myeloid leukemia (AML) is epigenetic dysregulation, which is initiated by recurrent translocations and/or mutations in transcription factors and chromatin regulators. This manifests as a block in myeloid differentiation and an increase in malignant self-renewal. These common features of AML have led to widespread optimism that epigenetic therapies would dramatically change the natural history of this disease. Although preclinical studies with these drugs fueled this optimism, results from early clinical trials have offered a more sobering message. Here, we provide an overview of epigenetic therapies that are currently approved by therapeutic regulatory authorities across the world and those undergoing early-phase clinical trials. We also discuss the conceptual and molecular factors that may explain some of the disparity between the bench and bedside, as well as emerging avenues for combining the current generation of epigenetic therapies with other classes of agents and the development of novel epigenetic therapies. With further research and development of this exciting class of drugs, we may finally be able to dramatically improve outcomes for patients afflicted with this aggressive and often incurable malignancy.
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37
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Chen A, Koehler AN. Transcription Factor Inhibition: Lessons Learned and Emerging Targets. Trends Mol Med 2020; 26:508-518. [PMID: 32359481 DOI: 10.1016/j.molmed.2020.01.004] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2019] [Revised: 01/10/2020] [Accepted: 01/21/2020] [Indexed: 12/15/2022]
Abstract
Transcription factors have roles at focal points in signaling pathways, controlling many normal cellular processes, such as cell growth and proliferation, metabolism, apoptosis, immune responses, and differentiation. Their activity is frequently deregulated in disease and targeting this class of proteins is a major focus of interest. However, the structural disorder and lack of binding pockets have made design of small molecules for transcription factors challenging. Here, we review some of the most recent developments for small molecule inhibitors of transcription factors emphasized in James Darnell's vision 17 years ago. We also discuss the progress so far on transcription factors recently nominated by genome-scale loss-of-function screens from the cancer dependency map project.
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Affiliation(s)
- Andrew Chen
- David H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts, MA 02142, USA; Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, MA 02139, USA; MIT Center for Precision Cancer Medicine, Massachusetts Institute of Technology, Cambridge, Massachusetts, MA 02142, USA
| | - Angela N Koehler
- David H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts, MA 02142, USA; Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, MA 02139, USA; MIT Center for Precision Cancer Medicine, Massachusetts Institute of Technology, Cambridge, Massachusetts, MA 02142, USA; Broad Institute of MIT and Harvard, Cambridge, Massachusetts, MA 02142, USA.
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38
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A combination strategy targeting enhancer plasticity exerts synergistic lethality against BETi-resistant leukemia cells. Nat Commun 2020; 11:740. [PMID: 32029739 PMCID: PMC7005144 DOI: 10.1038/s41467-020-14604-6] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2019] [Accepted: 01/20/2020] [Indexed: 12/22/2022] Open
Abstract
Primary and acquired drug resistance imposes a major threat to achieving optimized clinical outcomes during cancer treatment. Aberrant changes in epigenetic modifications are closely involved in drug resistance of tumor cells. Using BET inhibitor (BETi) resistant leukemia cells as a model system, we demonstrated herein that genome-wide enhancer remodeling played a pivotal role in driving therapeutic resistance via compensational re-expression of pro-survival genes. Capitalizing on the CRISPR interference technology, we identified the second intron of IncRNA, PVT1, as a unique bona fide gained enhancer that restored MYC transcription independent of BRD4 recruitment in leukemia. A combined BETi and CDK7 inhibitor treatment abolished MYC transcription by impeding RNAPII loading without affecting PVT1-mediated chromatin looping at the MYC locus in BETi-resistant leukemia cells. Together, our findings have established the feasibility of targeting enhancer plasticity to overcome drug resistance associated with epigenetic therapies.
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39
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Domingues AF, Kulkarni R, Giotopoulos G, Gupta S, Vinnenberg L, Arede L, Foerner E, Khalili M, Adao RR, Johns A, Tan S, Zeka K, Huntly BJ, Prabakaran S, Pina C. Loss of Kat2a enhances transcriptional noise and depletes acute myeloid leukemia stem-like cells. eLife 2020; 9:e51754. [PMID: 31985402 PMCID: PMC7039681 DOI: 10.7554/elife.51754] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2019] [Accepted: 01/24/2020] [Indexed: 12/21/2022] Open
Abstract
Acute Myeloid Leukemia (AML) is an aggressive hematological malignancy with abnormal progenitor self-renewal and defective white blood cell differentiation. Its pathogenesis comprises subversion of transcriptional regulation, through mutation and by hijacking normal chromatin regulation. Kat2a is a histone acetyltransferase central to promoter activity, that we recently associated with stability of pluripotency networks, and identified as a genetic vulnerability in AML. Through combined chromatin profiling and single-cell transcriptomics of a conditional knockout mouse, we demonstrate that Kat2a contributes to leukemia propagation through preservation of leukemia stem-like cells. Kat2a loss impacts transcription factor binding and reduces transcriptional burst frequency in a subset of gene promoters, generating enhanced variability of transcript levels. Destabilization of target programs shifts leukemia cell fate out of self-renewal into differentiation. We propose that control of transcriptional variability is central to leukemia stem-like cell propagation, and establish a paradigm exploitable in different tumors and distinct stages of cancer evolution.
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Affiliation(s)
- Ana Filipa Domingues
- Department of HaematologyUniversity of Cambridge, NHS-BT Blood Donor CentreCambridgeUnited Kingdom
| | - Rashmi Kulkarni
- Department of HaematologyUniversity of Cambridge, NHS-BT Blood Donor CentreCambridgeUnited Kingdom
| | - George Giotopoulos
- Department of HaematologyUniversity of Cambridge, Cambridge Institute for Medical ResearchCambridgeUnited Kingdom
- Wellcome Trust-Medical Research Council Cambridge Stem Cell InstituteCambridgeUnited Kingdom
| | - Shikha Gupta
- Department of HaematologyUniversity of Cambridge, NHS-BT Blood Donor CentreCambridgeUnited Kingdom
- Department of GeneticsUniversity of CambridgeCambridgeUnited Kingdom
| | - Laura Vinnenberg
- Department of HaematologyUniversity of Cambridge, NHS-BT Blood Donor CentreCambridgeUnited Kingdom
| | - Liliana Arede
- Department of HaematologyUniversity of Cambridge, NHS-BT Blood Donor CentreCambridgeUnited Kingdom
- Department of GeneticsUniversity of CambridgeCambridgeUnited Kingdom
| | - Elena Foerner
- Department of HaematologyUniversity of Cambridge, NHS-BT Blood Donor CentreCambridgeUnited Kingdom
| | - Mitra Khalili
- Department of HaematologyUniversity of Cambridge, NHS-BT Blood Donor CentreCambridgeUnited Kingdom
- Department of Medical Genetics and Molecular Medicine, School of MedicineZanjan University of Medical Sciences (ZUMS)ZanjanIslamic Republic of Iran
| | - Rita Romano Adao
- Department of HaematologyUniversity of Cambridge, NHS-BT Blood Donor CentreCambridgeUnited Kingdom
| | - Ayona Johns
- Division of Biosciences, College of Health and Life SciencesBrunel University LondonUxbridgeUnited Kingdom
| | - Shengjiang Tan
- Department of HaematologyUniversity of Cambridge, Cambridge Institute for Medical ResearchCambridgeUnited Kingdom
| | - Keti Zeka
- Department of HaematologyUniversity of Cambridge, NHS-BT Blood Donor CentreCambridgeUnited Kingdom
- Department of GeneticsUniversity of CambridgeCambridgeUnited Kingdom
| | - Brian J Huntly
- Department of HaematologyUniversity of Cambridge, Cambridge Institute for Medical ResearchCambridgeUnited Kingdom
- Wellcome Trust-Medical Research Council Cambridge Stem Cell InstituteCambridgeUnited Kingdom
| | - Sudhakaran Prabakaran
- Department of GeneticsUniversity of CambridgeCambridgeUnited Kingdom
- Department of BiologyIISERPuneIndia
| | - Cristina Pina
- Department of GeneticsUniversity of CambridgeCambridgeUnited Kingdom
- Division of Biosciences, College of Health and Life SciencesBrunel University LondonUxbridgeUnited Kingdom
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40
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Somerville TDD, Xu Y, Miyabayashi K, Tiriac H, Cleary CR, Maia-Silva D, Milazzo JP, Tuveson DA, Vakoc CR. TP63-Mediated Enhancer Reprogramming Drives the Squamous Subtype of Pancreatic Ductal Adenocarcinoma. Cell Rep 2019; 25:1741-1755.e7. [PMID: 30428345 PMCID: PMC6296757 DOI: 10.1016/j.celrep.2018.10.051] [Citation(s) in RCA: 122] [Impact Index Per Article: 24.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2018] [Revised: 09/06/2018] [Accepted: 10/12/2018] [Indexed: 12/14/2022] Open
Abstract
The aberrant expression of squamous lineage markers in pancreatic ductal adenocarcinoma (PDA) has been correlated with poor clinical outcomes. However, the functional role of this putative transdifferentiation event in PDA pathogenesis remains unclear. Here, we show that expression of the transcription factor TP63 (∆Np63) is sufficient to install and sustain the enhancer landscape and transcriptional signature of the squamous lineage in human PDA cells. We also demonstrate that TP63-driven enhancer reprogramming promotes aggressive tumor phenotypes, including enhanced cell motility and invasion, and an accelerated growth of primary PDA tumors and metastases in vivo. This process ultimately leads to a powerful addiction of squamous PDA cells to continuous TP63 expression. Our study demonstrates the functional significance of squamous transdifferentiation in PDA and reveals TP63-based reprogramming as an experimental tool for investigating mechanisms and vulnerabilities linked to this aberrant cell fate transition. Somerville et al. report that the transcription factor TP63 is a master regulator of squamous-subtype pancreatic cancer as it reprograms the enhancer landscape to drive squamous transdifferentiation, promoting invasion, migration, in vivo tumor growth, and poor prognosis.
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Affiliation(s)
| | - Yali Xu
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA
| | - Koji Miyabayashi
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA; Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, NY 11724, USA
| | - Hervé Tiriac
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA; Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, NY 11724, USA
| | - Cristian R Cleary
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA; Graduate Program in Genetics, Stony Brook University, Stony Brook, NY 11794, USA
| | - Diogo Maia-Silva
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA; Watson School of Biological Sciences, Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA
| | - Joseph P Milazzo
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA
| | - David A Tuveson
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA; Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, NY 11724, USA
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41
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Torok MS, Pray-Grant MG, Grant BM, Josephs ME, Grant PA. The Novel ReNu Region of TAF12 Regulates Gcn5 Nucleosomal Acetylation. JOURNAL OF MOLECULAR GENETICS (ISLEWORTH, LONDON, ENGLAND) 2019; 2:https://researchopenworld.com/wp-content/uploads/2019/07/JMG-2019-105-Patrick-Grant-USA.pdf. [PMID: 32832935 PMCID: PMC7437354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
The post-translational acetylation of the histone components of chromatin mediates numerous DNA-templated events, including transcriptional activation, DNA repair, and genomic replication. The conserved SAGA (Spt-Ada-Gcn5 Acetyltranferase) and SLIK (SAGA-Like) Histone Acetyltransferase (HAT) complexes are required for transcriptional activation of a subset of yeast genes and contain multiple subunits including the histone fold-containing TBP- Associated Factors (TAFs): 6, 9, 10, and 12. These TAFs are also components of the TFIID complex and are consequently involved in most RNA polymerase II-transcription in yeast. Here we identify a novel conserved region of TAF12, termed ReNu, outside of its histone fold, which is required for SAGA and SLIK-directed nucleosomal acetylation. We demonstrate that this region is not required for chromatin association, but show that this region plays an important role for histone H3 acetylation at specific SAGA and SLIK-regulated promoters. Our data suggests that the ReNu region of TAF12 regulates Gcn5 acetylation of specific substrates within the SAGA super-family of HAT complexes.
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Affiliation(s)
| | | | | | | | - Patrick A. Grant
- Corresponding author: Patrick A. Grant, University of Virginia School of Medicine, Box 800733, Charlottesville, VA 22908, USA; Tel: (434) 243-5766; Fax: (434) 924-5069;
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42
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Xu Y, Man N, Karl D, Martinez C, Liu F, Sun J, Martinez CJ, Martin GM, Beckedorff F, Lai F, Yue J, Roisman A, Greenblatt S, Duffort S, Wang L, Sun X, Figueroa M, Shiekhattar R, Nimer S. TAF1 plays a critical role in AML1-ETO driven leukemogenesis. Nat Commun 2019. [PMID: 31664040 DOI: 10.1038/s41467-019-12735-z.pmid:31664040;pmcid:pmc6820555] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/24/2023] Open
Abstract
AML1-ETO (AE) is a fusion transcription factor, generated by the t(8;21) translocation, that functions as a leukemia promoting oncogene. Here, we demonstrate that TATA-Box Binding Protein Associated Factor 1 (TAF1) associates with K43 acetylated AE and this association plays a pivotal role in the proliferation of AE-expressing acute myeloid leukemia (AML) cells. ChIP-sequencing indicates significant overlap of the TAF1 and AE binding sites. Knockdown of TAF1 alters the association of AE with chromatin, affecting of the expression of genes that are activated or repressed by AE. Furthermore, TAF1 is required for leukemic cell self-renewal and its reduction promotes the differentiation and apoptosis of AE+ AML cells, thereby impairing AE driven leukemogenesis. Together, our findings reveal a role of TAF1 in leukemogenesis and identify TAF1 as a potential therapeutic target for AE-expressing leukemia.
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Affiliation(s)
- Ye Xu
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA.,Department of Medicine, Miller School of Medicine, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA
| | - Na Man
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA.,Department of Biochemistry and Molecular Biology, Miller School of Medicine, University of Miami, 1501 NW 10th Ave, Miami, FL, 33136, USA
| | - Daniel Karl
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA.,Department of Biochemistry and Molecular Biology, Miller School of Medicine, University of Miami, 1501 NW 10th Ave, Miami, FL, 33136, USA
| | - Concepcion Martinez
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA.,Department of Biochemistry and Molecular Biology, Miller School of Medicine, University of Miami, 1501 NW 10th Ave, Miami, FL, 33136, USA
| | - Fan Liu
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA.,Department of Biochemistry and Molecular Biology, Miller School of Medicine, University of Miami, 1501 NW 10th Ave, Miami, FL, 33136, USA
| | - Jun Sun
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA.,Department of Biochemistry and Molecular Biology, Miller School of Medicine, University of Miami, 1501 NW 10th Ave, Miami, FL, 33136, USA
| | - Camilo Jose Martinez
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA.,Department of Biochemistry and Molecular Biology, Miller School of Medicine, University of Miami, 1501 NW 10th Ave, Miami, FL, 33136, USA
| | - Gloria Mas Martin
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA.,Department of Biochemistry and Molecular Biology, Miller School of Medicine, University of Miami, 1501 NW 10th Ave, Miami, FL, 33136, USA
| | - Felipe Beckedorff
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA.,Department of Human Genetics, Miller School of Medicine, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA
| | - Fan Lai
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA.,Department of Human Genetics, Miller School of Medicine, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA
| | - Jingyin Yue
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA.,Department of Human Genetics, Miller School of Medicine, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA
| | - Alejandro Roisman
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA.,Department of Human Genetics, Miller School of Medicine, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA
| | - Sarah Greenblatt
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA.,Department of Biochemistry and Molecular Biology, Miller School of Medicine, University of Miami, 1501 NW 10th Ave, Miami, FL, 33136, USA
| | - Stephanie Duffort
- Department of Medicine, Miller School of Medicine, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA
| | - Lan Wang
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA.,Department of Biochemistry and Molecular Biology, Miller School of Medicine, University of Miami, 1501 NW 10th Ave, Miami, FL, 33136, USA.,Institute of Health Sciences, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xiaojian Sun
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA.,Department of Biochemistry and Molecular Biology, Miller School of Medicine, University of Miami, 1501 NW 10th Ave, Miami, FL, 33136, USA.,State Key Laboratory of Medical Genomics, Shanghai Institute of Hematology, Rui Jin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Maria Figueroa
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA.,Department of Human Genetics, Miller School of Medicine, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA
| | - Ramin Shiekhattar
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA.,Department of Human Genetics, Miller School of Medicine, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA
| | - Stephen Nimer
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA. .,Department of Medicine, Miller School of Medicine, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA. .,Department of Biochemistry and Molecular Biology, Miller School of Medicine, University of Miami, 1501 NW 10th Ave, Miami, FL, 33136, USA.
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43
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Xu Y, Man N, Karl D, Martinez C, Liu F, Sun J, Martinez CJ, Martin GM, Beckedorff F, Lai F, Yue J, Roisman A, Greenblatt S, Duffort S, Wang L, Sun X, Figueroa M, Shiekhattar R, Nimer S. TAF1 plays a critical role in AML1-ETO driven leukemogenesis. Nat Commun 2019; 10:4925. [PMID: 31664040 PMCID: PMC6820555 DOI: 10.1038/s41467-019-12735-z] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2018] [Accepted: 09/26/2019] [Indexed: 12/11/2022] Open
Abstract
AML1-ETO (AE) is a fusion transcription factor, generated by the t(8;21) translocation, that functions as a leukemia promoting oncogene. Here, we demonstrate that TATA-Box Binding Protein Associated Factor 1 (TAF1) associates with K43 acetylated AE and this association plays a pivotal role in the proliferation of AE-expressing acute myeloid leukemia (AML) cells. ChIP-sequencing indicates significant overlap of the TAF1 and AE binding sites. Knockdown of TAF1 alters the association of AE with chromatin, affecting of the expression of genes that are activated or repressed by AE. Furthermore, TAF1 is required for leukemic cell self-renewal and its reduction promotes the differentiation and apoptosis of AE+ AML cells, thereby impairing AE driven leukemogenesis. Together, our findings reveal a role of TAF1 in leukemogenesis and identify TAF1 as a potential therapeutic target for AE-expressing leukemia. AML1-ETO is a fusion protein in which acetylation of lysine-43 is critical to leukemogenesis. Here, they show that TAF1 is required for AML1-ETO mediated gene expression such that it binds to acetylated AML1-ETO to facilitate the association of AML1-ETO with chromatin, and consequently, promotes leukemic self-renewal.
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Affiliation(s)
- Ye Xu
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA.,Department of Medicine, Miller School of Medicine, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA
| | - Na Man
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA.,Department of Biochemistry and Molecular Biology, Miller School of Medicine, University of Miami, 1501 NW 10th Ave, Miami, FL, 33136, USA
| | - Daniel Karl
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA.,Department of Biochemistry and Molecular Biology, Miller School of Medicine, University of Miami, 1501 NW 10th Ave, Miami, FL, 33136, USA
| | - Concepcion Martinez
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA.,Department of Biochemistry and Molecular Biology, Miller School of Medicine, University of Miami, 1501 NW 10th Ave, Miami, FL, 33136, USA
| | - Fan Liu
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA.,Department of Biochemistry and Molecular Biology, Miller School of Medicine, University of Miami, 1501 NW 10th Ave, Miami, FL, 33136, USA
| | - Jun Sun
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA.,Department of Biochemistry and Molecular Biology, Miller School of Medicine, University of Miami, 1501 NW 10th Ave, Miami, FL, 33136, USA
| | - Camilo Jose Martinez
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA.,Department of Biochemistry and Molecular Biology, Miller School of Medicine, University of Miami, 1501 NW 10th Ave, Miami, FL, 33136, USA
| | - Gloria Mas Martin
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA.,Department of Biochemistry and Molecular Biology, Miller School of Medicine, University of Miami, 1501 NW 10th Ave, Miami, FL, 33136, USA
| | - Felipe Beckedorff
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA.,Department of Human Genetics, Miller School of Medicine, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA
| | - Fan Lai
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA.,Department of Human Genetics, Miller School of Medicine, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA
| | - Jingyin Yue
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA.,Department of Human Genetics, Miller School of Medicine, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA
| | - Alejandro Roisman
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA.,Department of Human Genetics, Miller School of Medicine, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA
| | - Sarah Greenblatt
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA.,Department of Biochemistry and Molecular Biology, Miller School of Medicine, University of Miami, 1501 NW 10th Ave, Miami, FL, 33136, USA
| | - Stephanie Duffort
- Department of Medicine, Miller School of Medicine, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA
| | - Lan Wang
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA.,Department of Biochemistry and Molecular Biology, Miller School of Medicine, University of Miami, 1501 NW 10th Ave, Miami, FL, 33136, USA.,Institute of Health Sciences, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xiaojian Sun
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA.,Department of Biochemistry and Molecular Biology, Miller School of Medicine, University of Miami, 1501 NW 10th Ave, Miami, FL, 33136, USA.,State Key Laboratory of Medical Genomics, Shanghai Institute of Hematology, Rui Jin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Maria Figueroa
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA.,Department of Human Genetics, Miller School of Medicine, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA
| | - Ramin Shiekhattar
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA.,Department of Human Genetics, Miller School of Medicine, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA
| | - Stephen Nimer
- Sylvester Comprehensive Cancer Center, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA. .,Department of Medicine, Miller School of Medicine, University of Miami, 1120 NW 14th St, Miami, FL, 33136, USA. .,Department of Biochemistry and Molecular Biology, Miller School of Medicine, University of Miami, 1501 NW 10th Ave, Miami, FL, 33136, USA.
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44
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Bhuiyan T, Timmers HTM. Promoter Recognition: Putting TFIID on the Spot. Trends Cell Biol 2019; 29:752-763. [PMID: 31300188 DOI: 10.1016/j.tcb.2019.06.004] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2019] [Revised: 06/13/2019] [Accepted: 06/17/2019] [Indexed: 11/18/2022]
Abstract
Basal transcription factor TFIID connects transcription activation to the assembly of the RNA polymerase II preinitiation complex at the core promoter of genes. The mechanistic understanding of TFIID function and dynamics has been limited by the lack of high-resolution structures of the holo-TFIID complex. Recent cryo-electron microscopy studies of yeast and human TFIID complexes provide insight into the molecular organization and structural dynamics of this highly conserved transcription factor. Here, we discuss how these TFIID structures provide new paradigms for: (i) the dynamic recruitment of TFIID; (ii) the binding of TATA-binding protein (TBP) to promoter DNA; (iii) the multivalency of TFIID interactions with (co)activators, nucleosomes, or promoter DNA; and (iv) the opportunities for regulation of TBP turnover and promoter dynamics.
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Affiliation(s)
- Tanja Bhuiyan
- German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany; German Cancer Consortium (DKTK) partner site Freiburg, 79106, Freiburg, Germany; Department of Urology, Medical Center-University of Freiburg, Medical Faculty, Breisacher Straße 66, 79106, Freiburg, Germany
| | - H Th Marc Timmers
- German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany; German Cancer Consortium (DKTK) partner site Freiburg, 79106, Freiburg, Germany; Department of Urology, Medical Center-University of Freiburg, Medical Faculty, Breisacher Straße 66, 79106, Freiburg, Germany. @dkfz-heidelberg.de
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45
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The AAA+ATPase RUVBL2 is essential for the oncogenic function of c-MYB in acute myeloid leukemia. Leukemia 2019; 33:2817-2829. [PMID: 31138842 PMCID: PMC6887538 DOI: 10.1038/s41375-019-0495-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2019] [Revised: 04/12/2019] [Accepted: 04/17/2019] [Indexed: 02/06/2023]
Abstract
Subtype-specific leukemia oncogenes drive aberrant gene expression profiles that converge on common essential mediators to ensure leukemia self-renewal and inhibition of differentiation. The transcription factor c-MYB functions as one such mediator in a diverse range of leukemias. Here we show for the first time that transcriptional repression of myeloid differentiation associated c-MYB target genes in AML is enforced by the AAA+ ATPase RUVBL2. Silencing RUVBL2 expression resulted in increased binding of c-MYB to these loci and their transcriptional activation. RUVBL2 inhibition resulted in AML cell apoptosis and severely impaired disease progression of established AML in engrafted mice. In contrast, such inhibition had little impact on normal hematopoietic progenitor differentiation. These data demonstrate that RUVBL2 is essential for the oncogenic function of c-MYB in AML by governing inhibition of myeloid differentiation. They also indicate that targeting the control of c-MYB function by RUVBL2 is a promising approach to developing future anti-AML therapies.
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46
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Canaani J. Management of AML Beyond "3 + 7" in 2019. Clin Hematol Int 2019; 1:10-18. [PMID: 34595406 PMCID: PMC8432380 DOI: 10.2991/chi.d.190316.001] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2019] [Accepted: 03/06/2019] [Indexed: 12/25/2022] Open
Abstract
The therapeutic paradigm for treatment of acute myeloid leukemia (AML) is rapidly changing with the advent of a new generation of drugs targeting diverse aspects of leukemogenesis. Whereas standard treatment for AML until recently consisted of a classic chemotherapy backbone, the incorporation of novel agents targeting pathogenic mutations, myeloid surface markers, and apoptosis-related proteins may become a reality in the next few years. In this review, we outline the therapeutic landscape of recently approved novel agents for AML, including FLT3 inhibitors, isocitrate dehydrogenase 1/2 (IDH1/2) inhibitors, Bcl-2 antagonists, hedgehog signaling inhibitors, and immunotherapy-based approaches. Some of the future challenges in the field would be to delineate which specific patient subsets derive the most clinical benefit from a given novel agent and, furthermore, which drug combinations will yield the maximal antileukemia effect without increased toxicity. To this end, it is expected that advances in genomic and epigenomic classification of AML will facilitate a rational and optimal choice of these novel agents for AML patients.
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Affiliation(s)
- Jonathan Canaani
- Hematology Division, Chaim Sheba Medical Center, Tel Hashomer, Israel
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47
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Lu B, Klingbeil O, Tarumoto Y, Somerville TDD, Huang YH, Wei Y, Wai DC, Low JKK, Milazzo JP, Wu XS, Cao Z, Yan X, Demerdash OE, Huang G, Mackay JP, Kinney JB, Shi J, Vakoc CR. A Transcription Factor Addiction in Leukemia Imposed by the MLL Promoter Sequence. Cancer Cell 2018; 34:970-981.e8. [PMID: 30503706 PMCID: PMC6554023 DOI: 10.1016/j.ccell.2018.10.015] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2018] [Revised: 09/07/2018] [Accepted: 10/29/2018] [Indexed: 12/29/2022]
Abstract
The Mixed Lineage Leukemia gene (MLL) is altered in leukemia by chromosomal translocations to produce oncoproteins composed of the MLL N-terminus fused to the C-terminus of a partner protein. Here, we used domain-focused CRISPR screening to identify ZFP64 as an essential transcription factor in MLL-rearranged leukemia. We show that the critical function of ZFP64 in leukemia is to maintain MLL expression via binding to the MLL promoter, which is the most enriched location of ZFP64 occupancy in the human genome. The specificity of ZFP64 for MLL is accounted for by an exceptional density of ZFP64 motifs embedded within the MLL promoter. These findings demonstrate how a sequence anomaly of an oncogene promoter can impose a transcriptional addiction in cancer.
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MESH Headings
- A549 Cells
- Animals
- Cell Line, Tumor
- DNA-Binding Proteins/genetics
- DNA-Binding Proteins/metabolism
- Gene Expression Regulation, Leukemic
- HEK293 Cells
- High-Throughput Nucleotide Sequencing
- Humans
- K562 Cells
- Leukemia, Biphenotypic, Acute/genetics
- Leukemia, Biphenotypic, Acute/metabolism
- Leukemia, Biphenotypic, Acute/pathology
- Mice, Inbred NOD
- Mice, Knockout
- Mice, SCID
- Myeloid-Lymphoid Leukemia Protein/genetics
- Myeloid-Lymphoid Leukemia Protein/metabolism
- Oncogene Proteins, Fusion/genetics
- Oncogene Proteins, Fusion/metabolism
- Promoter Regions, Genetic/genetics
- THP-1 Cells
- Transcription Factors/genetics
- Transcription Factors/metabolism
- Translocation, Genetic
- Transplantation, Heterologous
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Affiliation(s)
- Bin Lu
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA
| | - Olaf Klingbeil
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA
| | - Yusuke Tarumoto
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA
| | | | - Yu-Han Huang
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA
| | - Yiliang Wei
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA
| | - Dorothy C Wai
- School of Life and Environmental Sciences, University of Sydney, Camperdown, NSW 2006, Australia
| | - Jason K K Low
- School of Life and Environmental Sciences, University of Sydney, Camperdown, NSW 2006, Australia
| | - Joseph P Milazzo
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA
| | - Xiaoli S Wu
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA
| | - Zhendong Cao
- Department of Cancer Biology, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Xiaomei Yan
- Divisions of Pathology and Experimental Hematology and Cancer Biology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH 45229, USA
| | | | - Gang Huang
- Divisions of Pathology and Experimental Hematology and Cancer Biology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH 45229, USA
| | - Joel P Mackay
- School of Life and Environmental Sciences, University of Sydney, Camperdown, NSW 2006, Australia
| | - Justin B Kinney
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA
| | - Junwei Shi
- Department of Cancer Biology, University of Pennsylvania, Philadelphia, PA 19104, USA.
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48
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Kolesnikova O, Ben-Shem A, Luo J, Ranish J, Schultz P, Papai G. Molecular structure of promoter-bound yeast TFIID. Nat Commun 2018; 9:4666. [PMID: 30405110 PMCID: PMC6220335 DOI: 10.1038/s41467-018-07096-y] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2018] [Accepted: 10/09/2018] [Indexed: 01/29/2023] Open
Abstract
Transcription preinitiation complex assembly on the promoters of protein encoding genes is nucleated in vivo by TFIID composed of the TATA-box Binding Protein (TBP) and 13 TBP-associate factors (Tafs) providing regulatory and chromatin binding functions. Here we present the cryo-electron microscopy structure of promoter-bound yeast TFIID at a resolution better than 5 Å, except for a flexible domain. We position the crystal structures of several subunits and, in combination with cross-linking studies, describe the quaternary organization of TFIID. The compact tri lobed architecture is stabilized by a topologically closed Taf5-Taf6 tetramer. We confirm the unique subunit stoichiometry prevailing in TFIID and uncover a hexameric arrangement of Tafs containing a histone fold domain in the Twin lobe. Transcription preinitiation complex assembly begins with the recognition of the gene promoter by the TATA-box Binding Protein-containing TFIID complex. Here the authors present a Cryo-EM structure of promoter-bound yeast TFIID complex, providing a detailed view of its subunit organization and promoter DNA contacts.
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Affiliation(s)
- Olga Kolesnikova
- Department of Integrated Structural Biology, Equipe labellisée Ligue Contre le Cancer, Institut de Génétique et de Biologie Moléculaire et Cellulaire, Illkirch, 67404, France.,Centre National de la Recherche Scientifique, UMR7104, 67404, Illkirch, France.,Institut National de la Santé et de la Recherche Médicale, U1258, 67404, Illkirch, France.,Université de Strasbourg, Illkirch, 67404, France
| | - Adam Ben-Shem
- Department of Integrated Structural Biology, Equipe labellisée Ligue Contre le Cancer, Institut de Génétique et de Biologie Moléculaire et Cellulaire, Illkirch, 67404, France.,Centre National de la Recherche Scientifique, UMR7104, 67404, Illkirch, France.,Institut National de la Santé et de la Recherche Médicale, U1258, 67404, Illkirch, France.,Université de Strasbourg, Illkirch, 67404, France
| | - Jie Luo
- Institute for Systems Biology, Seattle, WA, 98109, USA
| | - Jeff Ranish
- Institute for Systems Biology, Seattle, WA, 98109, USA
| | - Patrick Schultz
- Department of Integrated Structural Biology, Equipe labellisée Ligue Contre le Cancer, Institut de Génétique et de Biologie Moléculaire et Cellulaire, Illkirch, 67404, France. .,Centre National de la Recherche Scientifique, UMR7104, 67404, Illkirch, France. .,Institut National de la Santé et de la Recherche Médicale, U1258, 67404, Illkirch, France. .,Université de Strasbourg, Illkirch, 67404, France.
| | - Gabor Papai
- Department of Integrated Structural Biology, Equipe labellisée Ligue Contre le Cancer, Institut de Génétique et de Biologie Moléculaire et Cellulaire, Illkirch, 67404, France. .,Centre National de la Recherche Scientifique, UMR7104, 67404, Illkirch, France. .,Institut National de la Santé et de la Recherche Médicale, U1258, 67404, Illkirch, France. .,Université de Strasbourg, Illkirch, 67404, France.
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49
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Yusenko M, Jakobs A, Klempnauer KH. A novel cell-based screening assay for small-molecule MYB inhibitors identifies podophyllotoxins teniposide and etoposide as inhibitors of MYB activity. Sci Rep 2018; 8:13159. [PMID: 30177851 PMCID: PMC6120916 DOI: 10.1038/s41598-018-31620-1] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2018] [Accepted: 07/03/2018] [Indexed: 12/15/2022] Open
Abstract
The transcription factor MYB plays key roles in hematopoietic cells and has been implicated the development of leukemia. MYB has therefore emerged as an attractive target for drug development. Recent work has suggested that targeting MYB by small-molecule inhibitors is feasible and that inhibition of MYB has potential as a therapeutic approach against acute myeloid leukemia. To facilitate the identification of small-molecule MYB inhibitors we have re-designed and improved a previously established cell-based screening assay and have employed it to screen a natural product library for potential inhibitors. Our work shows that teniposide and etoposide, chemotherapeutic agents causing DNA-damage by inhibiting topoisomerase II, potently inhibit MYB activity and induce degradation of MYB in AML cell lines. MYB inhibition is suppressed by caffeine, suggesting that MYB is inhibited indirectly via DNA-damage signalling. Importantly, ectopic expression of an activated version of MYB in pro-myelocytic NB4 cells diminished the anti-proliferative effects of teniposide, suggesting that podophyllotoxins disrupt the proliferation of leukemia cells not simply by inducing general DNA-damage but that their anti-proliferative effects are boosted by inhibition of MYB. Teniposide and etoposide therefore act like double-edged swords that might be particularly effective to inhibit tumor cells with deregulated MYB.
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Affiliation(s)
- Maria Yusenko
- Institute for Biochemistry, Westfälische-Wilhelms-Universität, D-48149, Münster, Germany
| | - Anke Jakobs
- Institute for Biochemistry, Westfälische-Wilhelms-Universität, D-48149, Münster, Germany
| | - Karl-Heinz Klempnauer
- Institute for Biochemistry, Westfälische-Wilhelms-Universität, D-48149, Münster, Germany.
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50
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Fuglerud BM, Ledsaak M, Rogne M, Eskeland R, Gabrielsen OS. The pioneer factor activity of c-Myb involves recruitment of p300 and induction of histone acetylation followed by acetylation-induced chromatin dissociation. Epigenetics Chromatin 2018; 11:35. [PMID: 29954426 PMCID: PMC6022509 DOI: 10.1186/s13072-018-0208-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2017] [Accepted: 06/26/2018] [Indexed: 12/17/2022] Open
Abstract
Background The concept of pioneer transcription factors is emerging as an essential part of the epigenetic regulation, taking place during cell development and differentiation. However, the precise molecular mechanism underlying pioneer factor activity remains poorly understood. We recently reported that the transcription factor c-Myb acts as a pioneer factor in haematopoiesis, and a point mutation in its DNA binding domain, D152V, is able to abrogate this function. Results Here, we show that specific histone modifications, including H3K27ac, prevent binding of c-Myb to histone tails, representing a novel effect of histone modifications, namely restricting binding of a pioneer factor to chromatin. Furthermore, we have taken advantage of the pioneer-defect D152V mutant to investigate mechanisms of c-Myb’s pioneer factor activity. We show that c-Myb-dependent transcriptional activation of a gene in inaccessible chromatin relies on c-Myb binding to histones, as well as on c-Myb interacting with the histone acetyltransferase p300. ChIP assays show that both wild type and the D152V mutant of c-Myb bind to a selected target gene at its promoter and enhancer, but only wild-type c-Myb causes opening and activation of the locus. Enhancement of histone acetylation restores activation of the same gene in the absence of c-Myb, suggesting that facilitating histone acetylation is a crucial part of the pioneer factor function of c-Myb. Conclusions We suggest a pioneer factor model in which c-Myb binds to regions of closed chromatin and then recruits histone acetyltransferases. By binding to histones, c-Myb facilitates histone acetylation, acting as a cofactor for p300 at c-Myb bound sites. The resulting H3K27ac leads to chromatin opening and detachment of c-Myb from the acetylated chromatin. We propose that the latter phenomenon, acetylation-induced chromatin dissociation, represents a mechanism for controlling the dynamics of pioneer factor binding to chromatin. Electronic supplementary material The online version of this article (10.1186/s13072-018-0208-y) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Bettina M Fuglerud
- Department of Biosciences, University of Oslo, P.O. Box 1066, 0316, Blindern, Oslo, Norway
| | - Marit Ledsaak
- Department of Biosciences, University of Oslo, P.O. Box 1066, 0316, Blindern, Oslo, Norway
| | - Marie Rogne
- Department of Biosciences, University of Oslo, P.O. Box 1066, 0316, Blindern, Oslo, Norway
| | - Ragnhild Eskeland
- Department of Biosciences, University of Oslo, P.O. Box 1066, 0316, Blindern, Oslo, Norway.,Centre for Cancer Cell Reprogramming, Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, 0379, Norway
| | - Odd S Gabrielsen
- Department of Biosciences, University of Oslo, P.O. Box 1066, 0316, Blindern, Oslo, Norway.
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