1
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Nussinov R, Yavuz BR, Jang H. Molecular principles underlying aggressive cancers. Signal Transduct Target Ther 2025; 10:42. [PMID: 39956859 PMCID: PMC11830828 DOI: 10.1038/s41392-025-02129-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2024] [Revised: 12/02/2024] [Accepted: 01/07/2025] [Indexed: 02/18/2025] Open
Abstract
Aggressive tumors pose ultra-challenges to drug resistance. Anti-cancer treatments are often unsuccessful, and single-cell technologies to rein drug resistance mechanisms are still fruitless. The National Cancer Institute defines aggressive cancers at the tissue level, describing them as those that spread rapidly, despite severe treatment. At the molecular, foundational level, the quantitative biophysics discipline defines aggressive cancers as harboring a large number of (overexpressed, or mutated) crucial signaling proteins in major proliferation pathways populating their active conformations, primed for their signal transduction roles. This comprehensive review explores highly aggressive cancers on the foundational and cell signaling levels, focusing on the differences between highly aggressive cancers and the more treatable ones. It showcases aggressive tumors as harboring massive, cancer-promoting, catalysis-primed oncogenic proteins, especially through certain overexpression scenarios, as predisposed aggressive tumor candidates. Our examples narrate strong activation of ERK1/2, and other oncogenic proteins, through malfunctioning chromatin and crosslinked signaling, and how they activate multiple proliferation pathways. They show the increased cancer heterogeneity, plasticity, and drug resistance. Our review formulates the principles underlying cancer aggressiveness on the molecular level, discusses scenarios, and describes drug regimen (single drugs and drug combinations) for PDAC, NSCLC, CRC, HCC, breast and prostate cancers, glioblastoma, neuroblastoma, and leukemia as examples. All show overexpression scenarios of master transcription factors, transcription factors with gene fusions, copy number alterations, dysregulation of the epigenetic codes and epithelial-to-mesenchymal transitions in aggressive tumors, as well as high mutation loads of vital upstream signaling regulators, such as EGFR, c-MET, and K-Ras, befitting these principles.
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Affiliation(s)
- Ruth Nussinov
- Computational Structural Biology Section, Frederick National Laboratory for Cancer Research, Frederick, MD, 21702, USA.
- Cancer Innovation Laboratory, National Cancer Institute at Frederick, Frederick, MD, 21702, USA.
- Department of Human Molecular Genetics and Biochemistry, Sackler School of Medicine, Tel Aviv University, 69978, Tel Aviv, Israel.
| | - Bengi Ruken Yavuz
- Cancer Innovation Laboratory, National Cancer Institute at Frederick, Frederick, MD, 21702, USA
| | - Hyunbum Jang
- Computational Structural Biology Section, Frederick National Laboratory for Cancer Research, Frederick, MD, 21702, USA
- Cancer Innovation Laboratory, National Cancer Institute at Frederick, Frederick, MD, 21702, USA
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2
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Lee U, Arsala D, Xia S, Li C, Ali M, Svetec N, Langer CB, Sobreira DR, Eres I, Sosa D, Chen J, Zhang L, Reilly P, Guzzetta A, Emerson J, Andolfatto P, Zhou Q, Zhao L, Long M. The three-dimensional genome drives the evolution of asymmetric gene duplicates via enhancer capture-divergence. SCIENCE ADVANCES 2024; 10:eadn6625. [PMID: 39693425 PMCID: PMC11654672 DOI: 10.1126/sciadv.adn6625] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Accepted: 11/11/2024] [Indexed: 12/20/2024]
Abstract
Previous evolutionary models of duplicate gene evolution have overlooked the pivotal role of genome architecture. Here, we show that proximity-based regulatory recruitment by distally duplicated genes is an efficient mechanism for modulating tissue-specific production of preexisting proteins. By leveraging genomic asymmetries, we performed a coexpression analysis on Drosophila melanogaster tissue data to show the generality of enhancer capture-divergence (ECD) as a significant evolutionary driver of asymmetric, distally duplicated genes. We use the recently evolved gene HP6/Umbrea as an example of the ECD process. By assaying genome-wide chromosomal conformations in multiple Drosophila species, we show that HP6/Umbrea was inserted near a preexisting, long-distance three-dimensional genomic interaction. We then use this data to identify a newly found enhancer (FLEE1), buried within the coding region of the highly conserved, essential gene MFS18, that likely neofunctionalized HP6/Umbrea. Last, we demonstrate ancestral transcriptional coregulation of HP6/Umbrea's future insertion site, illustrating how enhancer capture provides a highly evolvable, one-step solution to Ohno's dilemma.
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Affiliation(s)
- UnJin Lee
- Department of Ecology and Evolution, University of Chicago, Chicago, IL, USA
- Laboratory of Evolutionary Genetics and Genomics, Rockefeller University, New York, NY, USA
| | - Deanna Arsala
- Department of Ecology and Evolution, University of Chicago, Chicago, IL, USA
| | - Shengqian Xia
- Department of Ecology and Evolution, University of Chicago, Chicago, IL, USA
| | - Cong Li
- Laboratory of Evolutionary Genetics and Genomics, Rockefeller University, New York, NY, USA
| | - Mujahid Ali
- Department of Neuroscience and Developmental Biology, University of Vienna, Vienna, Austria
| | - Nicolas Svetec
- Laboratory of Evolutionary Genetics and Genomics, Rockefeller University, New York, NY, USA
| | - Christopher B. Langer
- Laboratory of Evolutionary Genetics and Genomics, Rockefeller University, New York, NY, USA
| | | | - Ittai Eres
- Department of Human Genetics, University of Chicago, Chicago, IL, USA
| | - Dylan Sosa
- Department of Ecology and Evolution, University of Chicago, Chicago, IL, USA
| | - Jianhai Chen
- Department of Ecology and Evolution, University of Chicago, Chicago, IL, USA
| | - Li Zhang
- Chinese Institute for Brain Research, Beijing, China
| | - Patrick Reilly
- Department of Anthropology, Yale University, New Haven, CT, USA
| | | | - J.J. Emerson
- Department of Ecology and Evolutionary Biology, University of California, Irvine, Irvine, CA, USA
| | - Peter Andolfatto
- Department of Biological Sciences, Columbia University, New York, NY, USA
| | - Qi Zhou
- Department of Neuroscience and Developmental Biology, University of Vienna, Vienna, Austria
- MOE Laboratory of Biosystems Homeostasis and Protection Life Sciences Institute, Zhejiang University, Hangzhou, Zhejiang, China
| | - Li Zhao
- Laboratory of Evolutionary Genetics and Genomics, Rockefeller University, New York, NY, USA
| | - Manyuan Long
- Department of Ecology and Evolution, University of Chicago, Chicago, IL, USA
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3
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Kohrt SE, Novak EJ, Tapadar S, Wu B, Strope J, Asante Y, Kim H, Chang MS, Gurdak D, Khalil A, Rood M, Raftery E, Stavreva D, Nguyen HM, Brown LG, Ramser M, Peer C, Meyers WM, Aboreden N, Chakravortee M, Sallari R, Nelson PS, Kelly KK, Graham TGW, Darzacq X, Figg WD, Oyelere AK, Corey E, Adelaiye-Ogala R, Gryder BE. Small-molecule disruption of androgen receptor-dependent chromatin clusters. Proc Natl Acad Sci U S A 2024; 121:e2406239121. [PMID: 39560645 PMCID: PMC11621760 DOI: 10.1073/pnas.2406239121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Accepted: 10/22/2024] [Indexed: 11/20/2024] Open
Abstract
Sustained androgen receptor (AR) signaling during relapse is a central driver of metastatic castration-resistant prostate cancer (mCRPC). Current AR antagonists, such as enzalutamide, fail to provide long-term benefit for the mCRPC patients who have dramatic increases in AR expression. Here, we report AR antagonists with efficacy in AR-overexpressing models. These molecules bind to the ligand-binding domain of the AR, promote AR localization to the nucleus, yet potently and selectively down-regulate AR-target genes. The molecules BG-15a and the pharmacokinetically optimized BG-15n elicit a decrease in cell and tumor growth in vitro and in vivo in models of mCRPC. BG-15a/n treatment causes the collapse of chromatin loops between enhancers and promoters at key genes in the AR-driven epigenome. AR binding in the promoter, as well as 3D chromatin clustering, is needed for genes to respond. BG-15a/n represent promising agents for treating patients with relapsed AR-driven mCRPC tumors.
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Affiliation(s)
- Sarah E. Kohrt
- Cancer Genomics and Epigenomics Program, Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH44106
- Department of Pharmacology, Case Western Reserve University School of Medicine, Cleveland, OH44106
| | - Emily J. Novak
- Department of Pharmacology, Case Western Reserve University School of Medicine, Cleveland, OH44106
| | - Subhashish Tapadar
- Parker H. Petit Institute for Bioengineering and Biosciences, Department of Chemistry and Biochemistry, Georgia Institute of Technology, Atlanta, GA30332
| | - Bocheng Wu
- Parker H. Petit Institute for Bioengineering and Biosciences, Department of Chemistry and Biochemistry, Georgia Institute of Technology, Atlanta, GA30332
| | - Jonathan Strope
- Clinical Pharmacology Program, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD20892
| | - Yaw Asante
- Cancer Genomics and Epigenomics Program, Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH44106
- Department of Nutrition, Case Western Reserve University School of Medicine, Cleveland, OH44106
| | - Hyunmin Kim
- Cancer Genomics and Epigenomics Program, Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH44106
| | - Matthew S. Chang
- Department of Genetics and Genome Sciences, Case Western Reserve University School of Medicine, Cleveland, OH44106
| | - Douglas Gurdak
- Department of Genetics and Genome Sciences, Case Western Reserve University School of Medicine, Cleveland, OH44106
| | - Athar Khalil
- Department of Genetics and Genome Sciences, Case Western Reserve University School of Medicine, Cleveland, OH44106
| | | | - Eric Raftery
- Parker H. Petit Institute for Bioengineering and Biosciences, Department of Chemistry and Biochemistry, Georgia Institute of Technology, Atlanta, GA30332
| | - Diana Stavreva
- Laboratory of Receptor Biology and Gene Expression, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD20892
| | - Holly M. Nguyen
- Department of Urology, University of Washington, Seattle, WA98195
| | - Lisha G. Brown
- Department of Urology, University of Washington, Seattle, WA98195
| | - Maddy Ramser
- Clinical Pharmacology Program, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD20892
| | - Cody Peer
- Clinical Pharmacology Program, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD20892
| | - Warren M. Meyers
- Department of Cellular and Physiological Sciences, Life Sciences Institute, University of British Columbia, Vancouver, BCV6T 1Z3, Canada
| | - Nicholas Aboreden
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA19104
| | | | | | - Peter S. Nelson
- Department of Medicine, University of Washington, Seattle, WA98195
- Division of Human Biology and Clinical Research, Fred Hutchinson Cancer Center, Seattle, WA98109
- Division of Clinical Research, Fred Hutchinson Cancer Center, Seattle, WA98109
| | - Kathleen K. Kelly
- Laboratory for Genitourinary Cancer Pathogenesis, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD20892
| | - Thomas G. W. Graham
- Department of Molecular and Cell Biology, University of California, Berkeley, CA94720
| | - Xavier Darzacq
- Department of Molecular and Cell Biology, University of California, Berkeley, CA94720
| | - William D. Figg
- Clinical Pharmacology Program, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD20892
| | - Adegboyega K. Oyelere
- Parker H. Petit Institute for Bioengineering and Biosciences, Department of Chemistry and Biochemistry, Georgia Institute of Technology, Atlanta, GA30332
| | - Eva Corey
- Department of Urology, University of Washington, Seattle, WA98195
| | - Remi Adelaiye-Ogala
- Division of Hematology and Oncology, Department of Medicine, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY14203
| | - Berkley E. Gryder
- Cancer Genomics and Epigenomics Program, Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH44106
- Department of Genetics and Genome Sciences, Case Western Reserve University School of Medicine, Cleveland, OH44106
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4
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Chauhan S, Lian E, Habib I, Liu Q, Anders NM, Bugg MM, Federman NC, Reid JM, Stewart CF, Cates T, Michalek JE, Keller C. Entinostat as a combinatorial therapeutic for rhabdomyosarcoma. Sci Rep 2024; 14:18936. [PMID: 39147820 PMCID: PMC11327338 DOI: 10.1038/s41598-024-66545-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Accepted: 07/02/2024] [Indexed: 08/17/2024] Open
Abstract
Rhabdomyosarcoma (RMS) is the most common childhood soft tissue sarcoma. For the alveolar subtype (ARMS), the presence of the PAX3::FOXO1 fusion gene and/or metastases are strong predictors of poor outcome. Metastatic PAX3::FOXO1+ ARMS often responds to chemotherapies initially, only to subsequently relapse and become resistant with most patients failing to survive beyond 8 years post-diagnosis. No curative intent phase II or phase III clinical trial has been available for patients in the past 10 years (ARST0921). Thus, metastatic ARMS represents a significantly unmet clinical need. Chemotherapy resistance in ARMS has previously been attributed to PAX3::FOXO1-mediated cell cycle checkpoint adaptation, which is mediated by an HDAC3-SMARCA4-miR-27a-PAX3::FOXO1 circuit that can be disrupted by HDAC3 inhibition. In this study, we investigated the therapeutic efficacy of combining the epigenetic regulator entinostat, a Class I Histone Deacetylase (HDAC1-3) inhibitor, with RMS-specific chemotherapies in patient derived xenograft (PDX) models of RMS. We identified single agent, additive or synergistic relationships between relapse-specific chemotherapies and clinically relevant drug exposures of entinostat in three PAX3::FOXO1+ ARMS mouse models. This preclinical data provides further rationale for clinical investigation of entinostat, already known to be well tolerated in a pediatric phase I clinical trial (ADVL1513).
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Affiliation(s)
- Shefali Chauhan
- Children's Cancer Therapy Development Institute, 9025 NE Von Neumann Drive Ste 110, Hillsboro, OR, 97006, USA
| | - Emily Lian
- Children's Cancer Therapy Development Institute, 9025 NE Von Neumann Drive Ste 110, Hillsboro, OR, 97006, USA
| | - Iman Habib
- Champions Oncology, Rockville, MD, 20850, USA
| | - Qianqian Liu
- Department of Epidemiology and Biostatistics, University of Texas Health Science Center San Antonio, San Antonio, TX, 78229, USA
| | - Nicole M Anders
- Department of Oncology, School of Medicine, Johns Hopkins University, Baltimore, MD, 21231, USA
- The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University, Baltimore, MD, 21231, USA
- Takeda Pharmaceutical Company, San Diego, CA, 92121, USA
| | - Megan M Bugg
- Children's Cancer Therapy Development Institute, 9025 NE Von Neumann Drive Ste 110, Hillsboro, OR, 97006, USA
| | - Noah C Federman
- Jonsson Comprehensive Cancer Center, University of California Los Ángeles, Los Angeles, CA, USA
- Department of Pediatrics, University of California, Los Angeles, Los Angeles, CA, USA
| | - Joel M Reid
- Mayo Clinic Comprehensive Cancer Center, Rochester, MN, 55905, USA
| | - Clinton F Stewart
- Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
| | | | - Joel E Michalek
- Department of Epidemiology and Biostatistics, University of Texas Health Science Center San Antonio, San Antonio, TX, 78229, USA
| | - Charles Keller
- Children's Cancer Therapy Development Institute, 9025 NE Von Neumann Drive Ste 110, Hillsboro, OR, 97006, USA.
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5
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Farhana A, Yusuf N, Rasheed Z. Editorial: Cancer genetics and epigenetics: theranostic targets and mechanisms. Front Genet 2024; 15:1446474. [PMID: 39130752 PMCID: PMC11310138 DOI: 10.3389/fgene.2024.1446474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2024] [Accepted: 07/03/2024] [Indexed: 08/13/2024] Open
Affiliation(s)
- Aisha Farhana
- Department of Clinical Laboratory Sciences, College of Applied Medical Sciences, Jouf University, Sakaka, Aljouf Province, Saudi Arabia
| | - Nabiha Yusuf
- Department of Dermatology, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Zafar Rasheed
- Department of Pathology, College of Medicine, Qassim University, Buraidah, Qassim, Saudi Arabia
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6
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Navarro-Carrasco E, Monte-Serrano E, Campos-Díaz A, Rolfs F, de Goeij-de Haas R, Pham TV, Piersma SR, González-Alonso P, Jiménez CR, Lazo PA. VRK1 Regulates Sensitivity to Oxidative Stress by Altering Histone Epigenetic Modifications and the Nuclear Phosphoproteome in Tumor Cells. Int J Mol Sci 2024; 25:4874. [PMID: 38732093 PMCID: PMC11084957 DOI: 10.3390/ijms25094874] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Revised: 04/24/2024] [Accepted: 04/27/2024] [Indexed: 05/13/2024] Open
Abstract
The chromatin organization and its dynamic remodeling determine its accessibility and sensitivity to DNA damage oxidative stress, the main source of endogenous DNA damage. We studied the role of the VRK1 chromatin kinase in the response to oxidative stress. which alters the nuclear pattern of histone epigenetic modifications and phosphoproteome pathways. The early effect of oxidative stress on chromatin was studied by determining the levels of 8-oxoG lesions and the alteration of the epigenetic modification of histones. Oxidative stress caused an accumulation of 8-oxoG DNA lesions that were increased by VRK1 depletion, causing a significant accumulation of DNA strand breaks detected by labeling free 3'-DNA ends. In addition, oxidative stress altered the pattern of chromatin epigenetic marks and the nuclear phosphoproteome pathways that were impaired by VRK1 depletion. Oxidative stress induced the acetylation of H4K16ac and H3K9 and the loss of H3K4me3. The depletion of VRK1 altered all these modifications induced by oxidative stress and resulted in losses of H4K16ac and H3K9ac and increases in the H3K9me3 and H3K4me3 levels. All these changes were induced by the oxidative stress in the epigenetic pattern of histones and impaired by VRK1 depletion, indicating that VRK1 plays a major role in the functional reorganization of chromatin in the response to oxidative stress. The analysis of the nuclear phosphoproteome in response to oxidative stress detected an enrichment of the phosphorylated proteins associated with the chromosome organization and chromatin remodeling pathways, which were significantly decreased by VRK1 depletion. VRK1 depletion alters the histone epigenetic pattern and nuclear phosphoproteome pathways in response to oxidative stress. The enzymes performing post-translational epigenetic modifications are potential targets in synthetic lethality strategies for cancer therapies.
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Affiliation(s)
- Elena Navarro-Carrasco
- Instituto de Biología Molecular y Celular del Cáncer, Consejo Superior de Investigaciones Científicas (CSIC), Universidad de Salamanca, E-37007 Salamanca, Spain; (E.N.-C.); (E.M.-S.); (A.C.-D.); (P.G.-A.)
- Instituto de Investigación Biomédica de Salamanca (IBSAL), Hospital Universitario de Salamanca, E-37007 Salamanca, Spain
| | - Eva Monte-Serrano
- Instituto de Biología Molecular y Celular del Cáncer, Consejo Superior de Investigaciones Científicas (CSIC), Universidad de Salamanca, E-37007 Salamanca, Spain; (E.N.-C.); (E.M.-S.); (A.C.-D.); (P.G.-A.)
- Instituto de Investigación Biomédica de Salamanca (IBSAL), Hospital Universitario de Salamanca, E-37007 Salamanca, Spain
| | - Aurora Campos-Díaz
- Instituto de Biología Molecular y Celular del Cáncer, Consejo Superior de Investigaciones Científicas (CSIC), Universidad de Salamanca, E-37007 Salamanca, Spain; (E.N.-C.); (E.M.-S.); (A.C.-D.); (P.G.-A.)
- Instituto de Investigación Biomédica de Salamanca (IBSAL), Hospital Universitario de Salamanca, E-37007 Salamanca, Spain
| | - Frank Rolfs
- OncoProteomics Laboratory, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit, 1081 HV Amsterdam, The Netherlands; (F.R.); (R.d.G.-d.H.); (T.V.P.); (S.R.P.); (C.R.J.)
| | - Richard de Goeij-de Haas
- OncoProteomics Laboratory, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit, 1081 HV Amsterdam, The Netherlands; (F.R.); (R.d.G.-d.H.); (T.V.P.); (S.R.P.); (C.R.J.)
| | - Thang V. Pham
- OncoProteomics Laboratory, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit, 1081 HV Amsterdam, The Netherlands; (F.R.); (R.d.G.-d.H.); (T.V.P.); (S.R.P.); (C.R.J.)
| | - Sander R. Piersma
- OncoProteomics Laboratory, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit, 1081 HV Amsterdam, The Netherlands; (F.R.); (R.d.G.-d.H.); (T.V.P.); (S.R.P.); (C.R.J.)
| | - Paula González-Alonso
- Instituto de Biología Molecular y Celular del Cáncer, Consejo Superior de Investigaciones Científicas (CSIC), Universidad de Salamanca, E-37007 Salamanca, Spain; (E.N.-C.); (E.M.-S.); (A.C.-D.); (P.G.-A.)
- Instituto de Investigación Biomédica de Salamanca (IBSAL), Hospital Universitario de Salamanca, E-37007 Salamanca, Spain
| | - Connie R. Jiménez
- OncoProteomics Laboratory, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit, 1081 HV Amsterdam, The Netherlands; (F.R.); (R.d.G.-d.H.); (T.V.P.); (S.R.P.); (C.R.J.)
| | - Pedro A. Lazo
- Instituto de Biología Molecular y Celular del Cáncer, Consejo Superior de Investigaciones Científicas (CSIC), Universidad de Salamanca, E-37007 Salamanca, Spain; (E.N.-C.); (E.M.-S.); (A.C.-D.); (P.G.-A.)
- Instituto de Investigación Biomédica de Salamanca (IBSAL), Hospital Universitario de Salamanca, E-37007 Salamanca, Spain
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7
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Banerjee D, Bagchi S, Liu Z, Chou HC, Xu M, Sun M, Aloisi S, Vaksman Z, Diskin SJ, Zimmerman M, Khan J, Gryder B, Thiele CJ. Lineage specific transcription factor waves reprogram neuroblastoma from self-renewal to differentiation. Nat Commun 2024; 15:3432. [PMID: 38653778 DOI: 10.1038/s41467-024-47166-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Accepted: 03/22/2024] [Indexed: 04/25/2024] Open
Abstract
Temporal regulation of super-enhancer (SE) driven transcription factors (TFs) underlies normal developmental programs. Neuroblastoma (NB) arises from an inability of sympathoadrenal progenitors to exit a self-renewal program and terminally differentiate. To identify SEs driving TF regulators, we use all-trans retinoic acid (ATRA) to induce NB growth arrest and differentiation. Time-course H3K27ac ChIP-seq and RNA-seq reveal ATRA coordinated SE waves. SEs that decrease with ATRA link to stem cell development (MYCN, GATA3, SOX11). CRISPR-Cas9 and siRNA verify SOX11 dependency, in vitro and in vivo. Silencing the SOX11 SE using dCAS9-KRAB decreases SOX11 mRNA and inhibits cell growth. Other TFs activate in sequential waves at 2, 4 and 8 days of ATRA treatment that regulate neural development (GATA2 and SOX4). Silencing the gained SOX4 SE using dCAS9-KRAB decreases SOX4 expression and attenuates ATRA-induced differentiation genes. Our study identifies oncogenic lineage drivers of NB self-renewal and TFs critical for implementing a differentiation program.
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Affiliation(s)
- Deblina Banerjee
- Cell & Molecular Biology Section, Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA.
| | - Sukriti Bagchi
- Cell & Molecular Biology Section, Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Zhihui Liu
- Cell & Molecular Biology Section, Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Hsien-Chao Chou
- Genetics Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Man Xu
- Cell & Molecular Biology Section, Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Ming Sun
- Cell & Molecular Biology Section, Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Sara Aloisi
- Department of Genetics and Genome Sciences, Case Western Reserve University, Cleveland, OH, USA
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, 40126, Italy
| | | | - Sharon J Diskin
- Department of Pediatrics, Division of Oncology, Perelman School of Medicine, Philadelphia, PA, USA
| | - Mark Zimmerman
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, 02215, USA
| | - Javed Khan
- Genetics Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Berkley Gryder
- Department of Genetics and Genome Sciences, Case Western Reserve University, Cleveland, OH, USA.
| | - Carol J Thiele
- Cell & Molecular Biology Section, Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA.
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8
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Chin DH, Osman I, Porch J, Kim H, Buck KK, Rodriguez J, Carapia B, Yan D, Moura SB, Sperry J, Nakashima J, Altman K, Altman D, Gryder BE. BET Bromodomain Degradation Disrupts Function but Not 3D Formation of RNA Pol2 Clusters. Pharmaceuticals (Basel) 2023; 16:199. [PMID: 37259348 PMCID: PMC9966215 DOI: 10.3390/ph16020199] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 01/02/2023] [Accepted: 01/26/2023] [Indexed: 12/20/2023] Open
Abstract
Fusion-positive rhabdomyosarcoma (FP-RMS) is driven by a translocation that creates the chimeric transcription factor PAX3-FOXO1 (P3F), which assembles de novo super enhancers to drive high levels of transcription of other core regulatory transcription factors (CRTFs). P3F recruits co-regulatory factors to super enhancers such as BRD4, which recognizes acetylated lysines via BET bromodomains. In this study, we demonstrate that inhibition or degradation of BRD4 leads to global decreases in transcription, and selective downregulation of CRTFs. We also show that the BRD4 degrader ARV-771 halts transcription while preserving RNA Polymerase II (Pol2) loops between super enhancers and their target genes, and causes the removal of Pol2 only past the transcriptional end site of CRTF genes, suggesting a novel effect of BRD4 on Pol2 looping. We finally test the most potent molecule, inhibitor BMS-986158, in an orthotopic PDX mouse model of FP-RMS with additional high-risk mutations, and find that it is well tolerated in vivo and leads to an average decrease in tumor size. This effort represents a partnership with an FP-RMS patient and family advocates to make preclinical data rapidly accessible to the family, and to generate data to inform future patients who develop this disease.
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Affiliation(s)
- Diana H. Chin
- Department of Genetics and Genome Sciences, Case Western Reserve University School of Medicine, Cleveland, OH 44106, USA
| | - Issra Osman
- Department of Genetics and Genome Sciences, Case Western Reserve University School of Medicine, Cleveland, OH 44106, USA
| | - Jadon Porch
- Department of Genetics and Genome Sciences, Case Western Reserve University School of Medicine, Cleveland, OH 44106, USA
| | - Hyunmin Kim
- Department of Genetics and Genome Sciences, Case Western Reserve University School of Medicine, Cleveland, OH 44106, USA
| | | | | | | | - Deborah Yan
- Certis Oncology Solutions, San Diego, CA 92121, USA
| | | | | | | | - Kasey Altman
- Kasey Altman Research Fund, Rein in Sarcoma, Fridley, MN 55432, USA
| | - Delsee Altman
- Kasey Altman Research Fund, Rein in Sarcoma, Fridley, MN 55432, USA
| | - Berkley E. Gryder
- Department of Genetics and Genome Sciences, Case Western Reserve University School of Medicine, Cleveland, OH 44106, USA
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH 44106, USA
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Chromatin complex dependencies reveal targeting opportunities in leukemia. Nat Commun 2023; 14:448. [PMID: 36707513 PMCID: PMC9883437 DOI: 10.1038/s41467-023-36150-7] [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: 09/19/2022] [Accepted: 01/18/2023] [Indexed: 01/28/2023] Open
Abstract
Chromatin regulators are frequently mutated in human cancer and are attractive drug targets. They include diverse proteins that share functional domains and assemble into related multi-subunit complexes. To investigate functional relationships among these regulators, here we apply combinatorial CRISPR knockouts (KOs) to test over 35,000 gene-gene pairings in leukemia cells, using a library of over 300,000 constructs. Top pairs that demonstrate either compensatory non-lethal interactions or synergistic lethality enrich for paralogs and targets that occupy the same protein complex. The screen highlights protein complex dependencies not apparent in single KO screens, for example MCM histone exchange, the nucleosome remodeling and deacetylase (NuRD) complex, and HBO1 (KAT7) complex. We explore two approaches to NuRD complex inactivation. Paralog and non-paralog combinations of the KAT7 complex emerge as synergistic lethal and specifically nominate the ING5 PHD domain as a potential therapeutic target when paired with other KAT7 complex member losses. These findings highlight the power of combinatorial screening to provide mechanistic insight and identify therapeutic targets within redundant networks.
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10
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Recent advances in microfluidic single-cell analysis and its applications in drug development. Trends Analyt Chem 2022. [DOI: 10.1016/j.trac.2022.116796] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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11
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Li N, Meng G, Yang C, Li H, Liu L, Wu Y, Liu B. Changes in epigenetic information during the occurrence and development of gastric cancer. Int J Biochem Cell Biol 2022; 153:106315. [DOI: 10.1016/j.biocel.2022.106315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 09/22/2022] [Accepted: 10/18/2022] [Indexed: 11/24/2022]
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Lizcano F, Bustamante L. Molecular perspectives in hypertrophic heart disease: An epigenetic approach from chromatin modification. Front Cell Dev Biol 2022; 10:1070338. [DOI: 10.3389/fcell.2022.1070338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Accepted: 11/18/2022] [Indexed: 11/30/2022] Open
Abstract
Epigenetic changes induced by environmental factors are increasingly relevant in cardiovascular diseases. The most frequent molecular component in cardiac hypertrophy is the reactivation of fetal genes caused by various pathologies, including obesity, arterial hypertension, aortic valve stenosis, and congenital causes. Despite the multiple investigations performed to achieve information about the molecular components of this pathology, its influence on therapeutic strategies is relatively scarce. Recently, new information has been taken about the proteins that modify the expression of fetal genes reactivated in cardiac hypertrophy. These proteins modify the DNA covalently and induce changes in the structure of chromatin. The relationship between histones and DNA has a recognized control in the expression of genes conditioned by the environment and induces epigenetic variations. The epigenetic modifications that regulate pathological cardiac hypertrophy are performed through changes in genomic stability, chromatin architecture, and gene expression. Histone 3 trimethylation at lysine 4, 9, or 27 (H3-K4; -K9; -K27me3) and histone demethylation at lysine 9 and 79 (H3-K9; -K79) are mediators of reprogramming in pathologic hypertrophy. Within the chromatin architecture modifiers, histone demethylases are a group of proteins that have been shown to play an essential role in cardiac cell differentiation and may also be components in the development of cardiac hypertrophy. In the present work, we review the current knowledge about the influence of epigenetic modifications in the expression of genes involved in cardiac hypertrophy and its possible therapeutic approach.
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Abstract
Gene transcription does not only require writers of active histone modifications; on-site opposition by erasers is essential for many genes. Here, we propose the concept of dynamic opposition of histone modifications to explain this conundrum. We highlight the requirement of HDACs for acetylation balance at superenhancers, and the requirement of KDM5A for H4K3me3 recycling at highly active gene promoters. We propose that histone post-translational modifications regulate charge balance for biomolecular condensate formation and nucleosome turnover and form a short-term memory that informs lock-and-step checkpoints for chromatin engagement by RNA polymerase II.
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Affiliation(s)
- Ana María Garzón-Porras
- Department of Genetics and Genome Sciences, Case Western Reserve University, Cleveland, Ohio 44106, United States
| | - Emma Chory
- Media Laboratory, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
- Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, United States
| | - Berkley E. Gryder
- Department of Genetics and Genome Sciences, Case Western Reserve University, Cleveland, Ohio 44106, United States
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14
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Xu X, Han Z, Ruan Y, Liu M, Cao G, Li C, Li F. HPV16-LINC00393 Integration Alters Local 3D Genome Architecture in Cervical Cancer Cells. Front Cell Infect Microbiol 2021; 11:785169. [PMID: 34950609 PMCID: PMC8691139 DOI: 10.3389/fcimb.2021.785169] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Accepted: 11/04/2021] [Indexed: 11/30/2022] Open
Abstract
High-risk human papillomavirus (hrHPV) infection and integration were considered as essential onset factors for the development of cervical cancer. However, the mechanism on how hrHPV integration influences the host genome structure remains not fully understood. In this study, we performed in situ high-throughput chromosome conformation capture (Hi-C) sequencing, chromatin immunoprecipitation and sequencing (ChIP-seq), and RNA-sequencing (RNA-seq) in two cervical cells, 1) NHEK normal human epidermal keratinocyte; and 2) HPV16-integrated SiHa tumorigenic cervical cancer cells. Our results reveal that the HPV-LINC00393 integrated chromosome 13 exhibited significant genomic variation and differential gene expression, which was verified by calibrated CTCF and H3K27ac ChIP-Seq chromatin restructuring. Importantly, HPV16 integration led to differential responses in topologically associated domain (TAD) boundaries, with a decrease in the tumor suppressor KLF12 expression downstream of LINC00393. Overall, this study provides significant insight into the understanding of HPV16 integration induced 3D structural changes and their contributions on tumorigenesis, which supplements the theory basis for the cervical carcinogenic mechanism of HPV16 integration.
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Affiliation(s)
- Xinxin Xu
- Department of Obstetrics and Gynecology, East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Zhiqiang Han
- Department of Obstetrics and Gynecology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yetian Ruan
- Department of Obstetrics and Gynecology, East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Min Liu
- Department of Obstetrics and Gynecology, East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Guangxu Cao
- Department of Obstetrics and Gynecology, East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Chao Li
- Shanghai Key Laboratory of Maternal Fetal Medicine, Shanghai First Maternity and Infant Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Fang Li
- Department of Obstetrics and Gynecology, East Hospital, Tongji University School of Medicine, Shanghai, China
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15
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Abstract
Genomic information is encoded on long strands of DNA, which are folded into chromatin and stored in a tiny nucleus. Nuclear chromatin is a negatively charged polymer composed of DNA, histones, and various nonhistone proteins. Because of its highly charged nature, chromatin structure varies greatly depending on the surrounding environment (e.g., cations, molecular crowding, etc.). New technologies to capture chromatin in living cells have been developed over the past 10 years. Our view on chromatin organization has drastically shifted from a regular and static one to a more variable and dynamic one. Chromatin forms numerous compact dynamic domains that act as functional units of the genome in higher eukaryotic cells and locally appear liquid-like. By changing DNA accessibility, these domains can govern various functions. Based on new evidences from versatile genomics and advanced imaging studies, we discuss the physical nature of chromatin in the crowded nuclear environment and how it is regulated.
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Affiliation(s)
- Kazuhiro Maeshima
- Genome Dynamics Laboratory, National Institute of Genetics, Mishima, Shizuoka 411-8540, Japan
- Department of Genetics, School of Life Science, Sokendai (Graduate University for Advanced Studies), Mishima, Shizuoka 411-8540, Japan
| | - Shiori Iida
- Genome Dynamics Laboratory, National Institute of Genetics, Mishima, Shizuoka 411-8540, Japan
- Department of Genetics, School of Life Science, Sokendai (Graduate University for Advanced Studies), Mishima, Shizuoka 411-8540, Japan
| | - Sachiko Tamura
- Genome Dynamics Laboratory, National Institute of Genetics, Mishima, Shizuoka 411-8540, Japan
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