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Hoffmann C, Ruff KM, Edu IA, Shinn MK, Tromm JV, King MR, Pant A, Ausserwöger H, Morgan JR, Knowles TPJ, Pappu RV, Milovanovic D. Synapsin Condensation is Governed by Sequence-Encoded Molecular Grammars. J Mol Biol 2025; 437:168987. [PMID: 39947282 PMCID: PMC11903162 DOI: 10.1016/j.jmb.2025.168987] [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: 10/07/2024] [Revised: 01/04/2025] [Accepted: 02/06/2025] [Indexed: 02/19/2025]
Abstract
Multiple biomolecular condensates coexist at the pre- and post- synapse to enable vesicle dynamics and controlled neurotransmitter release in the brain. In pre-synapses, intrinsically disordered regions (IDRs) of synaptic proteins are drivers of condensation that enable clustering of synaptic vesicles (SVs). Using computational analysis, we show that the IDRs of SV proteins feature evolutionarily conserved non-random compositional biases and sequence patterns. Synapsin-1 is essential for condensation of SVs, and its C-terminal IDR has been shown to be a key driver of condensation. Focusing on this IDR, we dissected the contributions of two conserved features namely the segregation of polar and proline residues along the linear sequence, and the compositional preference for arginine over lysine. Scrambling the blocks of polar and proline residues weakens the driving forces for forming micron-scale condensates. However, the extent of clustering in subsaturated solutions remains equivalent to that of the wild-type synapsin-1. In contrast, substituting arginine with lysine significantly weakens both the driving forces for condensation and the extent of clustering in subsaturated solutions. Co-expression of the scrambled variant of synapsin-1 with synaptophysin results in a gain-of-function phenotype in cells, whereas arginine to lysine substitutions eliminate condensation in cells. We report an emergent consequence of synapsin-1 condensation, which is the generation of interphase pH gradients that is realized via differential partitioning of protons between coexisting phases. This pH gradient is likely to be directly relevant for vesicular ATPase functions and the loading of neurotransmitters. Our studies highlight how conserved IDR grammars serve as drivers of synapsin-1 condensation.
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Affiliation(s)
- Christian Hoffmann
- Laboratory of Molecular Neuroscience Berlin, German Center for Neurodegenerative Diseases (DZNE), 10117 Berlin, Germany
| | - Kiersten M Ruff
- Department of Biomedical Engineering and Center for Biomolecular Condensates, James McKelvey School of Engineering, Washington University in St. Louis, St. Louis, MO, USA
| | - Irina A Edu
- Centre for Misfolding Diseases, Yusuf Hamied Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge CB2 1EW, United Kingdom
| | - Min Kyung Shinn
- Department of Biomedical Engineering and Center for Biomolecular Condensates, James McKelvey School of Engineering, Washington University in St. Louis, St. Louis, MO, USA
| | - Johannes V Tromm
- Laboratory of Molecular Neuroscience Berlin, German Center for Neurodegenerative Diseases (DZNE), 10117 Berlin, Germany
| | - Matthew R King
- Department of Biomedical Engineering and Center for Biomolecular Condensates, James McKelvey School of Engineering, Washington University in St. Louis, St. Louis, MO, USA
| | - Avnika Pant
- Department of Biomedical Engineering and Center for Biomolecular Condensates, James McKelvey School of Engineering, Washington University in St. Louis, St. Louis, MO, USA
| | - Hannes Ausserwöger
- Centre for Misfolding Diseases, Yusuf Hamied Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge CB2 1EW, United Kingdom
| | - Jennifer R Morgan
- Eugene Bell Center for Regenerative Biology and Tissue Engineering, Marine Biological Laboratory, Woods Hole, MA 02543, USA
| | - Tuomas P J Knowles
- Centre for Misfolding Diseases, Yusuf Hamied Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge CB2 1EW, United Kingdom; Cavendish Laboratory, Department of Physics, University of Cambridge, JJ Thomson Road, Cambridge CB3 0HE, United Kingdom
| | - Rohit V Pappu
- Department of Biomedical Engineering and Center for Biomolecular Condensates, James McKelvey School of Engineering, Washington University in St. Louis, St. Louis, MO, USA.
| | - Dragomir Milovanovic
- Laboratory of Molecular Neuroscience Berlin, German Center for Neurodegenerative Diseases (DZNE), 10117 Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany; Einstein Center for Neuroscience, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität Berlin, and Berlin Institute of Health, 10117 Berlin, Germany; Whitman Center, Marine Biological Laboratory, 02543 Woods Hole, MA, USA.
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2
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Martin F, Kazrani AA, Lafouge J, Diaz-Jimenez D, Siebert S, Fabbro-Burtschell L, Maillard E, Lapouge K, Mertens H, Sauter C, Leitner A, Ochsenbein F, Blais A, Bergamin E. Structure of the nucleosome-bound human BCL7A. Nucleic Acids Res 2025; 53:gkaf273. [PMID: 40207634 PMCID: PMC11983133 DOI: 10.1093/nar/gkaf273] [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: 11/02/2023] [Revised: 03/21/2025] [Accepted: 03/25/2025] [Indexed: 04/11/2025] Open
Abstract
Proteins of the BCL7 family (BCL7A, BCL7B, and BCL7C) are among the most recently identified subunits of the mammalian SWI/SNF chromatin remodeler complex and are absent from the unicellular version of this complex. Their function in the complex is unknown, and very limited structural information is available, despite the fact that they are mutated in several cancer types, most notably blood malignancies and hence medically relevant. Here, using cryo-electron microscopy in combination with biophysical and biochemical approaches, we show that BCL7A forms a stable, high-affinity complex with the nucleosome core particle (NCP) through binding of BCL7A with the acidic patch of the nucleosome via an arginine anchor motif. This interaction is impaired by BCL7A mutations found in cancer. Further, we determined that BCL7A contributes to the remodeling activity of the mSWI/SNF complex and we examined its function at the genomic level. Our findings reveal how BCL7 proteins interact with the NCP and help rationalize the impact of cancer-associated mutations. By providing structural information on the positioning of BCL7 on the NCP, our results broaden the understanding of the mechanism by which SWI/SNF recognizes the chromatin fiber.
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Affiliation(s)
- Franck Martin
- Department of Functional Genomics and Cancer & Department of Integrated Structural Biology, Institut de Génétique et de Biologie Moléculaire et Cellulaire (IGBMC), 67400 Illkirch-Graffenstaden, France
- Université de Strasbourg, 67084 Strasbourg, France
- Centre National de la Recherche Scientifique UMR 7104, 67400 Illkirch-Graffenstaden, France
- Institut National de la Santé et de la Recherche Médicale U1258, 67400 Illkirch-Graffenstaden, France
| | - Asgar Abbas Kazrani
- Department of Functional Genomics and Cancer & Department of Integrated Structural Biology, Institut de Génétique et de Biologie Moléculaire et Cellulaire (IGBMC), 67400 Illkirch-Graffenstaden, France
- Université de Strasbourg, 67084 Strasbourg, France
- Centre National de la Recherche Scientifique UMR 7104, 67400 Illkirch-Graffenstaden, France
- Institut National de la Santé et de la Recherche Médicale U1258, 67400 Illkirch-Graffenstaden, France
| | - Julie Lafouge
- Department of Functional Genomics and Cancer & Department of Integrated Structural Biology, Institut de Génétique et de Biologie Moléculaire et Cellulaire (IGBMC), 67400 Illkirch-Graffenstaden, France
- Université de Strasbourg, 67084 Strasbourg, France
- Centre National de la Recherche Scientifique UMR 7104, 67400 Illkirch-Graffenstaden, France
- Institut National de la Santé et de la Recherche Médicale U1258, 67400 Illkirch-Graffenstaden, France
| | - Dana Mariel Diaz-Jimenez
- Department of Functional Genomics and Cancer & Department of Integrated Structural Biology, Institut de Génétique et de Biologie Moléculaire et Cellulaire (IGBMC), 67400 Illkirch-Graffenstaden, France
- Université de Strasbourg, 67084 Strasbourg, France
- Centre National de la Recherche Scientifique UMR 7104, 67400 Illkirch-Graffenstaden, France
- Institut National de la Santé et de la Recherche Médicale U1258, 67400 Illkirch-Graffenstaden, France
| | - Stéphanie Siebert
- Department of Functional Genomics and Cancer & Department of Integrated Structural Biology, Institut de Génétique et de Biologie Moléculaire et Cellulaire (IGBMC), 67400 Illkirch-Graffenstaden, France
- Université de Strasbourg, 67084 Strasbourg, France
- Centre National de la Recherche Scientifique UMR 7104, 67400 Illkirch-Graffenstaden, France
- Institut National de la Santé et de la Recherche Médicale U1258, 67400 Illkirch-Graffenstaden, France
| | - Leonie Fabbro-Burtschell
- Department of Functional Genomics and Cancer & Department of Integrated Structural Biology, Institut de Génétique et de Biologie Moléculaire et Cellulaire (IGBMC), 67400 Illkirch-Graffenstaden, France
- Université de Strasbourg, 67084 Strasbourg, France
- Centre National de la Recherche Scientifique UMR 7104, 67400 Illkirch-Graffenstaden, France
- Institut National de la Santé et de la Recherche Médicale U1258, 67400 Illkirch-Graffenstaden, France
| | - Emma Maillard
- Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, Université Paris-Sud, 91190 Gif-sur-Yvette, France
| | - Karine Lapouge
- Protein Expression and Purification Core Facility, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | - Haydyn David Thomas Mertens
- European Molecular Biology Laboratory (EMBL), Hamburg Outstation, c/o DESY, Notkestraße 85, 22607 Hamburg, Germany
| | - Claude Sauter
- Architecture et Réactivité de l’ARN, Université de Strasbourg, CNRS, IBMC, 2 All. Konrad Roentgen, 67084 Strasbourg, France
| | - Alexander Leitner
- Department of Biology, Institute of Molecular Systems Biology, ETH Zürich, 8093 Zürich, Switzerland
| | - Françoise Ochsenbein
- Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, Université Paris-Sud, 91190 Gif-sur-Yvette, France
| | - Alexandre Blais
- Faculty of Medicine, Department of Biochemistry, Microbiology and Immunology, University of Ottawa, 451 Smyth Road, Ottawa, Ontario K1H 8M5, Canada
- Ottawa Institute of Systems Biology, Ottawa, Ontario K1H 8M5, Canada
- University of Ottawa Centre for Inflammation, Immunity and Infection (CI3), Ottawa, Ontario K1H 8M5, Canada
- Éric Poulin Centre for Neuromuscular Disease, Ottawa, Ontario K1H 8M5, Canada
| | - Elisa Bergamin
- Department of Functional Genomics and Cancer & Department of Integrated Structural Biology, Institut de Génétique et de Biologie Moléculaire et Cellulaire (IGBMC), 67400 Illkirch-Graffenstaden, France
- Université de Strasbourg, 67084 Strasbourg, France
- Centre National de la Recherche Scientifique UMR 7104, 67400 Illkirch-Graffenstaden, France
- Institut National de la Santé et de la Recherche Médicale U1258, 67400 Illkirch-Graffenstaden, France
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Peng S, Li C, Wang Y, Yi Y, Chen X, Yin Y, Yang F, Chen F, Ouyang Y, Xu H, Chen B, Shi H, Li Q, Zhao Y, Feng L, Gan Z, Xie X. The metabolic enzyme GYS1 condenses with NONO/p54 nrb in the nucleus and spatiotemporally regulates glycogenesis and myogenic differentiation. Cell Death Differ 2025:10.1038/s41418-025-01509-4. [PMID: 40200092 DOI: 10.1038/s41418-025-01509-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Revised: 03/05/2025] [Accepted: 03/27/2025] [Indexed: 04/10/2025] Open
Abstract
Accumulating evidence indicates that metabolic enzymes can directly couple metabolic signals to transcriptional adaptation and cell differentiation. Glycogen synthase 1 (GYS1), the key metabolic enzyme for glycogenesis, is a nucleocytoplasmic shuttling protein compartmentalized in the cytosol and nucleus. However, the spatiotemporal regulation and biological function of nuclear GYS1 (nGYS1) microcompartments remain unclear. Here, we show that GYS1 dynamically reorganizes into nuclear condensates under conditions of glycogen depletion or transcription inhibition. nGYS1 complexes with the transcription factor NONO/p54nrb and undergoes liquid-liquid phase separation to form biomolecular condensates, leading to its nuclear retention and inhibition of glycogen biosynthesis. Compared to their wild-type littermates, Nono-deficient mice exhibit exercise intolerance, higher muscle glycogen content, and smaller myofibers. Additionally, Gys1 or Nono deficiency prevents C2C12 differentiation and cardiotoxin-induced muscle regeneration in mice. Mechanistically, nGYS1 and NONO co-condense with the myogenic transcription factor MyoD and preinitiation complex (PIC) proteins to form transcriptional condensates, driving myogenic gene expression during myoblast differentiation. These results reveal the spatiotemporal regulation and subcellular function of nuclear GYS1 condensates in glycogenesis and myogenesis, providing mechanistic insights into glycogenoses and muscular dystrophy.
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Affiliation(s)
- Shujun Peng
- School of Medicine, Shenzhen Campus of Sun Yat-sen University, Sun Yat-sen University, Shenzhen, PR China
| | - Canrong Li
- School of Medicine, Shenzhen Campus of Sun Yat-sen University, Sun Yat-sen University, Shenzhen, PR China
| | - Yifan Wang
- School of Medicine, Shenzhen Campus of Sun Yat-sen University, Sun Yat-sen University, Shenzhen, PR China
| | - Yuguo Yi
- School of Medicine, Shenzhen Campus of Sun Yat-sen University, Sun Yat-sen University, Shenzhen, PR China
| | - Xinyu Chen
- School of Medicine, Shenzhen Campus of Sun Yat-sen University, Sun Yat-sen University, Shenzhen, PR China
| | - Yujing Yin
- State Key Laboratory of Pharmaceutical Biotechnology and MOE Key Laboratory of Model Animal for Disease Study, Medical School of Nanjing University, Nanjing University, Nanjing, PR China
| | - Fan Yang
- School of Medicine, Shenzhen Campus of Sun Yat-sen University, Sun Yat-sen University, Shenzhen, PR China
| | - Fengzhi Chen
- School of Medicine, Shenzhen Campus of Sun Yat-sen University, Sun Yat-sen University, Shenzhen, PR China
| | - Yingyi Ouyang
- School of Medicine, Shenzhen Campus of Sun Yat-sen University, Sun Yat-sen University, Shenzhen, PR China
| | - Haolun Xu
- School of Medicine, Shenzhen Campus of Sun Yat-sen University, Sun Yat-sen University, Shenzhen, PR China
| | - Baicheng Chen
- School of Medicine, Shenzhen Campus of Sun Yat-sen University, Sun Yat-sen University, Shenzhen, PR China
| | - Haowen Shi
- School of Medicine, Shenzhen Campus of Sun Yat-sen University, Sun Yat-sen University, Shenzhen, PR China
| | - Qingrun Li
- CAS Key Laboratory of Systems Biology, Center for Excellence in Molecular Cell Sciences, Shanghai Institute of Biochemistry and Cell Biology, Chinese Academy of Sciences, Shanghai, PR China
| | - Yu Zhao
- School of Medicine, Shenzhen Campus of Sun Yat-sen University, Sun Yat-sen University, Shenzhen, PR China
| | - Lin Feng
- Department of Experimental Research, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, PR China.
| | - Zhenji Gan
- State Key Laboratory of Pharmaceutical Biotechnology and MOE Key Laboratory of Model Animal for Disease Study, Medical School of Nanjing University, Nanjing University, Nanjing, PR China.
| | - Xiaoduo Xie
- School of Medicine, Shenzhen Campus of Sun Yat-sen University, Sun Yat-sen University, Shenzhen, PR China.
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4
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Ma X, Lin Y, Zhang L, Huang Z, Zhang Y, Fu X, Li P. The dual missions of FoxO3a in inflammatory diseases: Regulation of antioxidant enzymes and involvement in programmed cell death. Int Immunopharmacol 2025; 151:114369. [PMID: 40031428 DOI: 10.1016/j.intimp.2025.114369] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2025] [Revised: 02/22/2025] [Accepted: 02/23/2025] [Indexed: 03/05/2025]
Abstract
The transcription factor FoxO3a plays a crucial role in the process of cells adapting to various stress conditions. Multiple post - translational modifications and epigenetic mechanisms work together to precisely regulate the activity of FoxO3a, influencing its subcellular localization, stability, interactions with other proteins, DNA - binding affinity, and transcriptional regulatory capacity. Under different chemical signal stimuli and subcellular environments, the activation of FoxO3a triggered by oxidative stress can initiate diverse transcriptional programs, which are essential for the body to resist oxidative damage. In the development and progression of inflammatory diseases, FoxO3a exerts an important function by regulating the expression levels of antioxidant enzymes and participating in key physiological processes such as programmed cell death. This article comprehensively reviews the structural characteristics, mechanism of action of FoxO3a, as well as its functions in regulating antioxidant enzymes and programmed cell death. The aim is to deeply explore the potential of FoxO3a as a potential therapeutic target for preventing and treating damages such as inflammatory diseases caused by cellular stress.
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Affiliation(s)
- Xiangli Ma
- Department of Emergency Medicine, Lanzhou University Second Hospital, Lanzhou, China
| | - Yujie Lin
- Department of Emergency Medicine, Lanzhou University Second Hospital, Lanzhou, China
| | - Ling Zhang
- Department of Emergency Medicine, Lanzhou University Second Hospital, Lanzhou, China
| | - Zhenzhen Huang
- Department of Emergency Medicine, Lanzhou University Second Hospital, Lanzhou, China
| | - Yurong Zhang
- Department of Emergency Medicine, Lanzhou University Second Hospital, Lanzhou, China
| | - Xu Fu
- Key Laboratory of Emergency Medicine, Lanzhou University Second Hospital, Lanzhou, China
| | - Peiwu Li
- Department of Emergency Medicine, Lanzhou University Second Hospital, Lanzhou, China.
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5
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Chen Y, Chen L, Wu J, Xu X, Yang C, Zhang Y, Chen X, Lin K, Zhang S. Throw out an oligopeptide to catch a protein: Deep learning and natural language processing-screened tripeptide PSP promotes Osteolectin-mediated vascularized bone regeneration. Bioact Mater 2025; 46:37-54. [PMID: 39734571 PMCID: PMC11681832 DOI: 10.1016/j.bioactmat.2024.11.011] [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: 02/26/2024] [Revised: 09/26/2024] [Accepted: 11/06/2024] [Indexed: 12/31/2024] Open
Abstract
Angiogenesis is imperative for bone regeneration, yet the conventional cytokine therapies have been constrained by prohibitive costs and safety apprehensions. It is urgent to develop a safer and more efficient therapeutic alternative. Herein, utilizing the methodologies of Deep Learning (DL) and Natural Language Processing (NLP), we proposed a paradigm algorithm that amalgamates Word2vec with a TF-IDF variant, TF-IIDF, to deftly discern potential pro-angiogenic peptides from intrinsically disordered regions (IDRs) of 262 related proteins, where are fertile grounds for developing safer and highly promising bioactive peptides. After the evaluation of the candidate oligopeptides, one tripeptide, PSP, emerged as particularly notable for its exceptional ability to stimulate the vascularization of endothelial cells (ECs), enhance vascular-osteo communication, and then boost the osteogenic differentiation of bone marrow stem cells (BMSCs), evidenced in mouse critical-sized cranial model. Moreover, we found that PSP serves as a 'priming' agent, activating the body's innate ability to produce Osteolectin (Oln) - prompting ECs to release small extracellular vesicles (sEVs) enriched with Oln to facilitate bone formation. In summary, our study established a precise and efficient composite model of DL and NLP to screen bioactive peptides, opening an avenue for the development of various peptide-based therapeutic strategies applicable to a broader range of diseases.
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Affiliation(s)
- Yu Chen
- Department of Oral and Cranio-maxillofacial Surgery, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine; College of Stomatology, Shanghai Jiao Tong University; National Center for Stomatology; National Clinical Research Center for Oral Diseases; Shanghai Key Laboratory of Stomatology; Shanghai Research Institute of Stom, Shanghai, 200011, China
| | - Long Chen
- Stomatology Hospital, School of Stomatology, Zhejiang University School of Medicine, Zhejiang Provincial Clinical Research Center for Oral Diseases, Key Laboratory of Oral Biomedical Research of Zhejiang Province, Cancer Center of Zhejiang University, Engineering Research Center of Oral Biomaterials and Devices of Zhejiang Province, Hangzhou, China
| | - Jinyang Wu
- Department of Oral and Cranio-maxillofacial Surgery, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine; College of Stomatology, Shanghai Jiao Tong University; National Center for Stomatology; National Clinical Research Center for Oral Diseases; Shanghai Key Laboratory of Stomatology; Shanghai Research Institute of Stom, Shanghai, 200011, China
| | - Xiaofeng Xu
- Department of Oral and Cranio-maxillofacial Surgery, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine; College of Stomatology, Shanghai Jiao Tong University; National Center for Stomatology; National Clinical Research Center for Oral Diseases; Shanghai Key Laboratory of Stomatology; Shanghai Research Institute of Stom, Shanghai, 200011, China
| | - Chengshuai Yang
- Department of Oral and Cranio-maxillofacial Surgery, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine; College of Stomatology, Shanghai Jiao Tong University; National Center for Stomatology; National Clinical Research Center for Oral Diseases; Shanghai Key Laboratory of Stomatology; Shanghai Research Institute of Stom, Shanghai, 200011, China
| | - Yong Zhang
- Department of Oral and Cranio-maxillofacial Surgery, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine; College of Stomatology, Shanghai Jiao Tong University; National Center for Stomatology; National Clinical Research Center for Oral Diseases; Shanghai Key Laboratory of Stomatology; Shanghai Research Institute of Stom, Shanghai, 200011, China
| | - Xinrong Chen
- Academy for Engineering and Technology, Fudan University, Shanghai Key Laboratory of Medical Image Computing and Computer Assisted Intervention, Shanghai, 200000, China
| | - Kaili Lin
- Department of Oral and Cranio-maxillofacial Surgery, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine; College of Stomatology, Shanghai Jiao Tong University; National Center for Stomatology; National Clinical Research Center for Oral Diseases; Shanghai Key Laboratory of Stomatology; Shanghai Research Institute of Stom, Shanghai, 200011, China
| | - Shilei Zhang
- Department of Oral and Cranio-maxillofacial Surgery, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine; College of Stomatology, Shanghai Jiao Tong University; National Center for Stomatology; National Clinical Research Center for Oral Diseases; Shanghai Key Laboratory of Stomatology; Shanghai Research Institute of Stom, Shanghai, 200011, China
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Sabari BR, Hyman AA, Hnisz D. Functional specificity in biomolecular condensates revealed by genetic complementation. Nat Rev Genet 2025; 26:279-290. [PMID: 39433596 DOI: 10.1038/s41576-024-00780-4] [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] [Accepted: 09/05/2024] [Indexed: 10/23/2024]
Abstract
Biomolecular condensates are thought to create subcellular microenvironments that regulate specific biochemical activities. Extensive in vitro work has helped link condensate formation to a wide range of cellular processes, including gene expression, nuclear transport, signalling and stress responses. However, testing the relationship between condensate formation and function in cells is more challenging. In particular, the extent to which the cellular functions of condensates depend on the nature of the molecular interactions through which the condensates form is a major outstanding question. Here, we review results from recent genetic complementation experiments in cells, and highlight how genetic complementation provides important insights into cellular functions and functional specificity of biomolecular condensates. Combined with observations from human genetic disease, these experiments suggest that diverse condensate-promoting regions within cellular proteins confer different condensate compositions, biophysical properties and functions.
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Affiliation(s)
- Benjamin R Sabari
- Laboratory of Nuclear Organization, Cecil H. and Ida Green Center for Reproductive Biology Sciences, University of Texas Southwestern Medical Center, Dallas, TX, USA.
- Department of Molecular Biology, University of Texas Southwestern Medical Center, Dallas, TX, USA.
| | - Anthony A Hyman
- Max Planck Institute of Molecular Cell Biology and Genetics, Dresden, Germany.
| | - Denes Hnisz
- Max Planck Institute for Molecular Genetics, Berlin, Germany.
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Weekley BH, Ahmed NI, Maze I. Elucidating neuroepigenetic mechanisms to inform targeted therapeutics for brain disorders. iScience 2025; 28:112092. [PMID: 40160416 PMCID: PMC11951040 DOI: 10.1016/j.isci.2025.112092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/02/2025] Open
Abstract
The evolving field of neuroepigenetics provides important insights into the molecular foundations of brain function. Novel sequencing technologies have identified patient-specific mutations and gene expression profiles involved in shaping the epigenetic landscape during neurodevelopment and in disease. Traditional methods to investigate the consequences of chromatin-related mutations provide valuable phenotypic insights but often lack information on the biochemical mechanisms underlying these processes. Recent studies, however, are beginning to elucidate how structural and/or functional aspects of histone, DNA, and RNA post-translational modifications affect transcriptional landscapes and neurological phenotypes. Here, we review the identification of epigenetic regulators from genomic studies of brain disease, as well as mechanistic findings that reveal the intricacies of neuronal chromatin regulation. We then discuss how these mechanistic studies serve as a guideline for future neuroepigenetics investigations. We end by proposing a roadmap to future therapies that exploit these findings by coupling them to recent advances in targeted therapeutics.
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Affiliation(s)
- Benjamin H. Weekley
- Nash Family Department of Neuroscience, Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Newaz I. Ahmed
- Nash Family Department of Neuroscience, Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Ian Maze
- Nash Family Department of Neuroscience, Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Howard Hughes Medical Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
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8
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Li J, Li Z, Yin J, Wang Y, Zheng D, Cai L, Wang GG. The sotos syndrome gene Nsd1 safeguards developmental gene enhancers poised for transcription by maintaining the precise deposition of histone methylation. J Biol Chem 2025; 301:108423. [PMID: 40118455 DOI: 10.1016/j.jbc.2025.108423] [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: 12/24/2024] [Revised: 02/27/2025] [Accepted: 03/13/2025] [Indexed: 03/23/2025] Open
Abstract
Germline haploinsufficiency of NSD1 is implicated as the etiology of Sotos syndrome; however, the underlying mechanism remains far from being clear. Here, we use mouse embryonic stem cell (mESC) differentiation as a model system to address this question. We found Nsd1 to be indispensable for the faithful differentiation of mESCs into three primary germ layers, particularly, meso-endodermal cell lineages related to the development of the heart and the skeletal system. Time-course transcriptomic profiling following the mESC differentiation revealed that Nsd1 not only facilitates the basal expression but also permits the differentiation-accompanied rapid induction of a suite of meso-endoderm lineage-specifying transcription factor genes such as T and Gata4. Mechanistically, Nsd1 directly occupies putative distal enhancers of the lineage transcription factor genes under the pluripotent cell state, where it deposits H3K36me2 to antagonize the excessive H3K27me3 and maintains the basal H3K27ac level, thereby safeguarding these gene enhancers at a primed state that responds readily to differentiation cues. In agreement, gene rescue assays using the Nsd1 KO mESCs showed that the H3K36me2 catalysis by Nsd1 requires several functional modules within Nsd1 (namely, PHD1-4, PWWP2, and SET) to a similar degree. Disruption of either one of these Nsd1 modules severely abrogated H3K36me2 in mESCs and significantly impaired appropriate induction of developmental genes upon mESC differentiation. Altogether, our study provides novel molecular insight into how the NSD1 perturbation derails normal development and causes the disease.
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Affiliation(s)
- Jie Li
- Division of Hematology and Oncology, Department of Medicine, Weill Cornell Medicine, Cornell University, New York, New York, USA
| | - Zhucui Li
- Department of Biochemistry, Weill Cornell Medicine, Cornell University, New York, New York, USA
| | - Jiekai Yin
- Environmental Toxicology Graduate Program and Department of Chemistry, University of California Riverside, Riverside, California, USA
| | - Yinsheng Wang
- Environmental Toxicology Graduate Program and Department of Chemistry, University of California Riverside, Riverside, California, USA
| | - Deyou Zheng
- Department of Genetics, Albert Einstein College of Medicine, Bronx, New York, USA; Department of Neurology and Department of Neuroscience, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Ling Cai
- Department of Pathology, Duke University School of Medicine, Durham, North Carolina, USA.
| | - Gang Greg Wang
- Department of Pathology, Duke University School of Medicine, Durham, North Carolina, USA; Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, North Carolina, USA.
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9
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Kilgore HR, Chinn I, Mikhael PG, Mitnikov I, Van Dongen C, Zylberberg G, Afeyan L, Banani SF, Wilson-Hawken S, Lee TI, Barzilay R, Young RA. Protein codes promote selective subcellular compartmentalization. Science 2025; 387:1095-1101. [PMID: 39913643 DOI: 10.1126/science.adq2634] [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: 05/05/2024] [Revised: 11/07/2024] [Accepted: 01/28/2025] [Indexed: 02/12/2025]
Abstract
Cells have evolved mechanisms to distribute ~10 billion protein molecules to subcellular compartments where diverse proteins involved in shared functions must assemble. In this study, we demonstrate that proteins with shared functions share amino acid sequence codes that guide them to compartment destinations. We developed a protein language model, ProtGPS, that predicts with high performance the compartment localization of human proteins excluded from the training set. ProtGPS successfully guided generation of novel protein sequences that selectively assemble in the nucleolus. ProtGPS identified pathological mutations that change this code and lead to altered subcellular localization of proteins. Our results indicate that protein sequences contain not only a folding code but also a previously unrecognized code governing their distribution to diverse subcellular compartments.
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Affiliation(s)
- Henry R Kilgore
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA
| | - Itamar Chinn
- Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology (MIT), Cambridge, MA, USA
- Abdul Latif Jameel Clinic for Machine Learning in Health, MIT, Cambridge, MA, USA
| | - Peter G Mikhael
- Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology (MIT), Cambridge, MA, USA
- Abdul Latif Jameel Clinic for Machine Learning in Health, MIT, Cambridge, MA, USA
| | - Ilan Mitnikov
- Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology (MIT), Cambridge, MA, USA
- Abdul Latif Jameel Clinic for Machine Learning in Health, MIT, Cambridge, MA, USA
| | | | - Guy Zylberberg
- Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology (MIT), Cambridge, MA, USA
- Abdul Latif Jameel Clinic for Machine Learning in Health, MIT, Cambridge, MA, USA
| | - Lena Afeyan
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA
- Department of Biology, MIT, Cambridge, MA, USA
| | - Salman F Banani
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA
- Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Susana Wilson-Hawken
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA
- Computational and Systems Biology Program, MIT, Cambridge, MA, USA
| | - Tong Ihn Lee
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA
| | - Regina Barzilay
- Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology (MIT), Cambridge, MA, USA
- Abdul Latif Jameel Clinic for Machine Learning in Health, MIT, Cambridge, MA, USA
| | - Richard A Young
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA
- Department of Biology, MIT, Cambridge, MA, USA
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10
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Vashishtha S, Sabari BR. Disordered Regions of Condensate-promoting Proteins Have Distinct Molecular Signatures Associated with Cellular Function. J Mol Biol 2025; 437:168953. [PMID: 39826710 DOI: 10.1016/j.jmb.2025.168953] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2024] [Revised: 12/23/2024] [Accepted: 01/10/2025] [Indexed: 01/22/2025]
Abstract
Disordered regions of proteins play crucial roles in cellular functions through diverse mechanisms. Some disordered regions function by promoting the formation of biomolecular condensates through dynamic multivalent interactions. While many have assumed that interactions among these condensate-promoting disordered regions are non-specific, recent studies have shown that distinct sequence compositions and patterning lead to specific condensate compositions associated with cellular function. Despite in-depth characterization of several key examples, the full chemical diversity of condensate-promoting disordered regions has not been surveyed. Here, we define a list of disordered regions of condensate-promoting proteins to survey the relationship between sequence and function. We find that these disordered regions show amino acid biases associated with different cellular functions. These amino acid biases are evolutionarily conserved in the absence of positional sequence conservation. Overall, our analysis highlights the relationship between sequence features and function for condensate-promoting disordered regions. This analysis suggests that molecular signatures encoded within disordered regions could impart functional specificity.
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Affiliation(s)
- Shubham Vashishtha
- Laboratory of Nuclear Organization, Cecil H. and Ida Green Center for Reproductive Biology Sciences, Division of Basic Research, Department of Obstetrics and Gynecology, Department of Molecular Biology, Hamon Center for Regenerative Science and Medicine, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Benjamin R Sabari
- Laboratory of Nuclear Organization, Cecil H. and Ida Green Center for Reproductive Biology Sciences, Division of Basic Research, Department of Obstetrics and Gynecology, Department of Molecular Biology, Hamon Center for Regenerative Science and Medicine, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA.
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11
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Pei G, Lyons H, Li P, Sabari BR. Transcription regulation by biomolecular condensates. Nat Rev Mol Cell Biol 2025; 26:213-236. [PMID: 39516712 DOI: 10.1038/s41580-024-00789-x] [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] [Accepted: 09/30/2024] [Indexed: 11/16/2024]
Abstract
Biomolecular condensates regulate transcription by dynamically compartmentalizing the transcription machinery. Classic models of transcription regulation focus on the recruitment and regulation of RNA polymerase II by the formation of complexes at the 1-10 nm length scale, which are driven by structured and stoichiometric interactions. These complexes are further organized into condensates at the 100-1,000 nm length scale, which are driven by dynamic multivalent interactions often involving domain-ligand pairs or intrinsically disordered regions. Regulation through condensate-mediated organization does not supersede the processes occurring at the 1-10 nm scale, but it provides regulatory mechanisms for promoting or preventing these processes in the crowded nuclear environment. Regulation of transcription by transcriptional condensates is involved in cell state transitions during animal and plant development, cell signalling and cellular responses to the environment. These condensate-mediated processes are dysregulated in developmental disorders, cancer and neurodegeneration. In this Review, we discuss the principles underlying the regulation of transcriptional condensates, their roles in physiology and their dysregulation in human diseases.
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Affiliation(s)
- Gaofeng Pei
- State Key Laboratory of Membrane Biology, School of Life Sciences, Tsinghua University, Beijing, China
- Beijing Frontier Research Center for Biological Structure, School of Life Sciences, Tsinghua University, Beijing, China
- Tsinghua-Peking Center for Life Sciences, Beijing, China
| | - Heankel Lyons
- Laboratory of Nuclear Organization, Cecil H. and Ida Green Center for Reproductive Biology Sciences, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Pilong Li
- State Key Laboratory of Membrane Biology, School of Life Sciences, Tsinghua University, Beijing, China.
- Beijing Frontier Research Center for Biological Structure, School of Life Sciences, Tsinghua University, Beijing, China.
- Tsinghua-Peking Center for Life Sciences, Beijing, China.
| | - Benjamin R Sabari
- Laboratory of Nuclear Organization, Cecil H. and Ida Green Center for Reproductive Biology Sciences, University of Texas Southwestern Medical Center, Dallas, TX, USA.
- Division of Basic Research, Department of Obstetrics and Gynecology, University of Texas Southwestern Medical Center, Dallas, TX, USA.
- Department of Molecular Biology, University of Texas Southwestern Medical Center, Dallas, TX, USA.
- Hamon Center for Regenerative Science and Medicine, University of Texas Southwestern Medical Center, Dallas, TX, USA.
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12
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Ahn JH, Guo Y, Lyons H, Mackintosh SG, Lau BK, Edmondson RD, Byrum SD, Storey AJ, Tackett AJ, Cai L, Sabari BR, Wang GG. The phenylalanine-and-glycine repeats of NUP98 oncofusions form condensates that selectively partition transcriptional coactivators. Mol Cell 2025; 85:708-725.e9. [PMID: 39922194 DOI: 10.1016/j.molcel.2024.12.026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Revised: 10/21/2024] [Accepted: 12/30/2024] [Indexed: 02/10/2025]
Abstract
Recurrent cancer-causing fusions of NUP98 produce higher-order assemblies known as condensates. How NUP98 oncofusion-driven condensates activate oncogenes remains poorly understood. Here, we investigate NUP98-PHF23, a leukemogenic chimera of the disordered phenylalanine-and-glycine (FG)-repeat-rich region of NUP98 and the H3K4me3/2-binding plant homeodomain (PHD) finger domain of PHF23. Our integrated analyses using mutagenesis, proteomics, genomics, and condensate reconstitution demonstrate that the PHD domain targets condensate to the H3K4me3/2-demarcated developmental genes, while FG repeats determine the condensate composition and gene activation. FG repeats are necessary to form condensates that partition a specific set of transcriptional regulators, notably the KMT2/MLL H3K4 methyltransferases, histone acetyltransferases, and BRD4. FG repeats are sufficient to partition transcriptional regulators and activate a reporter when tethered to a genomic locus. NUP98-PHF23 assembles the chromatin-bound condensates that partition multiple positive regulators, initiating a feedforward loop of reading-and-writing the active histone modifications. This network of interactions enforces an open chromatin landscape at proto-oncogenes, thereby driving cancerous transcriptional programs.
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Affiliation(s)
- Jeong Hyun Ahn
- Institute for Molecular Biology and Genetics, Seoul National University, Seoul, South Korea
| | - Yiran Guo
- Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, NC 27710, USA
| | - Heankel Lyons
- Laboratory of Nuclear Organization, Cecil H. and Ida Green Center for Reproductive Biology Sciences, Division of Basic Research, Department of Obstetrics and Gynecology, Department of Molecular Biology, Hamon Center for Regenerative Science and Medicine, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Samuel G Mackintosh
- Department of Biochemistry and Molecular Biology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA
| | - Benjamin K Lau
- Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, NC 27710, USA
| | - Ricky D Edmondson
- Department of Biochemistry and Molecular Biology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA
| | - Stephanie D Byrum
- Department of Biochemistry and Molecular Biology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA
| | - Aaron J Storey
- Department of Biochemistry and Molecular Biology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA
| | - Alan J Tackett
- Department of Biochemistry and Molecular Biology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA
| | - Ling Cai
- Duke Cancer Institute, Duke University School of Medicine, Durham, NC 27710, USA; Department of Pathology, Duke University School of Medicine, Durham, NC 27710, USA.
| | - Benjamin R Sabari
- Laboratory of Nuclear Organization, Cecil H. and Ida Green Center for Reproductive Biology Sciences, Division of Basic Research, Department of Obstetrics and Gynecology, Department of Molecular Biology, Hamon Center for Regenerative Science and Medicine, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA.
| | - Gang Greg Wang
- Duke Cancer Institute, Duke University School of Medicine, Durham, NC 27710, USA; Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, NC 27710, USA; Department of Pathology, Duke University School of Medicine, Durham, NC 27710, USA.
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13
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Chmykhalo VK, Deev RV, Tokarev AT, Polunina YA, Xue L, Shidlovskii YV. SWI/SNF Complex Connects Signaling and Epigenetic State in Cells of Nervous System. Mol Neurobiol 2025; 62:1536-1557. [PMID: 39002058 DOI: 10.1007/s12035-024-04355-6] [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: 03/07/2024] [Accepted: 07/06/2024] [Indexed: 07/15/2024]
Abstract
SWI/SNF protein complexes are evolutionarily conserved epigenetic regulators described in all eukaryotes. In metameric animals, the complexes are involved in all processes occurring in the nervous system, from neurogenesis to higher brain functions. On the one hand, the range of roles is wide because the SWI/SNF complexes act universally by mobilizing the nucleosomes in a chromatin template at multiple loci throughout the genome. On the other hand, the complexes mediate the action of multiple signaling pathways that control most aspects of neural tissue development and function. The issues are discussed to provide insight into the molecular basis of the multifaceted role of SWI/SNFs in cell cycle regulation, DNA repair, activation of immediate-early genes, neurogenesis, and brain and connectome formation. An overview is additionally provided for the molecular basis of nervous system pathologies associated with the SWI/SNF complexes and their contribution to neuroinflammation and neurodegeneration. Finally, we discuss the idea that SWI/SNFs act as an integration platform to connect multiple signaling and genetic programs.
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Affiliation(s)
- Victor K Chmykhalo
- Laboratory of Gene Expression Regulation in Development, Institute of Gene Biology, Russian Academy of Sciences, 34/5 Vavilova St, Moscow, 119334, Russia.
| | - Roman V Deev
- Laboratory of Gene Expression Regulation in Development, Institute of Gene Biology, Russian Academy of Sciences, 34/5 Vavilova St, Moscow, 119334, Russia
| | - Artemiy T Tokarev
- Laboratory of Gene Expression Regulation in Development, Institute of Gene Biology, Russian Academy of Sciences, 34/5 Vavilova St, Moscow, 119334, Russia
| | - Yulia A Polunina
- Laboratory of Gene Expression Regulation in Development, Institute of Gene Biology, Russian Academy of Sciences, 34/5 Vavilova St, Moscow, 119334, Russia
| | - Lei Xue
- School of Life Science and Technology, The First Rehabilitation Hospital of Shanghai, Tongji University, Shanghai, China
| | - Yulii V Shidlovskii
- Laboratory of Gene Expression Regulation in Development, Institute of Gene Biology, Russian Academy of Sciences, 34/5 Vavilova St, Moscow, 119334, Russia
- Department of Biology and General Genetics, Sechenov University, Moscow, Russia
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14
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Miao J, Chong S. Roles of intrinsically disordered protein regions in transcriptional regulation and genome organization. Curr Opin Genet Dev 2025; 90:102285. [PMID: 39631290 DOI: 10.1016/j.gde.2024.102285] [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: 08/31/2024] [Revised: 10/31/2024] [Accepted: 11/12/2024] [Indexed: 12/07/2024]
Abstract
Eukaryotic transcription is a complex process regulated by transcription factors (TFs), coactivators, and RNA polymerase machineries, many of which contain sizable intrinsically disordered regions (IDRs). Many TFs activate transcription through multivalent IDR-IDR interactions. Optimal levels of such multivalent interactions associated with appropriate IDR concentrations, interaction strengths, or interaction valencies are required for effective transcriptional activation. The interaction selectivity of IDRs is crucial for the precise regulation of transcription, and this selectivity is dependent on the IDR sequences. Furthermore, IDRs modulate gene expression by bringing chromatin sites together to form transcriptionally active chromatin hubs. Mutations in IDRs may cause dysregulation of their multivalent interactions, contributing to diseases, including cancers and neurodegenerative disorders. Understanding the effects of IDR-related mutations on transcription control and genome organization opens new opportunities for developing targeted therapeutic strategies. In this review, we discuss recent reports documenting important functions of IDRs in transcriptional regulation and their implications for human health and disease.
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Affiliation(s)
- Jiapei Miao
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Shasha Chong
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA 91125, USA.
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15
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Jiang L, Kang Y. Biomolecular condensates: A new lens on cancer biology. Biochim Biophys Acta Rev Cancer 2025; 1880:189245. [PMID: 39675392 DOI: 10.1016/j.bbcan.2024.189245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2024] [Revised: 12/06/2024] [Accepted: 12/09/2024] [Indexed: 12/17/2024]
Abstract
Cells are compartmentalized into different organelles to ensure precise spatial temporal control and efficient operation of cellular processes. Membraneless organelles, also known as biomolecular condensates, are emerging as previously underappreciated ways of organizing cellular functions. Condensates allow local concentration of protein, RNA, or DNA molecules with shared functions, thus facilitating spatiotemporal control of biochemical reactions spanning a range of cellular processes. Studies discussed herein have shown that aberrant formation of condensates is associated with various diseases such as cancers. Here, we summarize how condensates mechanistically contribute to malignancy-related cellular processes, including genomic instability, epigenetic rewiring, oncogenic transcriptional activation, and signaling. An improved understanding of condensate formation and dissolution will enable development of new cancer therapies. Finally, we address the remaining challenges in the field and suggest future efforts to better integrate condensates into cancer research.
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Affiliation(s)
- Lifei Jiang
- Department of Molecular Biology, Princeton University, Princeton, NJ 08544, USA
| | - Yibin Kang
- Department of Molecular Biology, Princeton University, Princeton, NJ 08544, USA; Ludwig Institute for Cancer Research Princeton Branch, Princeton, NJ 08544, USA; Cancer Metabolism and Growth Program, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ 08903, USA.
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16
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Wu Q, Fu J, Zhu B, Meng W, Ma J, Lv Y, Zhao W, Wang F, Liu J, Wang Y, Peng C, Zhang S. VEGFR3 mitigates hypertensive nephropathy by enhancing mitophagy via regulating crotonylation of HSPA1L. Cell Commun Signal 2025; 23:52. [PMID: 39875989 PMCID: PMC11773936 DOI: 10.1186/s12964-025-02045-x] [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: 10/29/2024] [Accepted: 01/15/2025] [Indexed: 01/30/2025] Open
Abstract
Oxidative stress-associated proximal tubular cells (PTCs) damage is an important pathogenesis of hypertensive renal injury. We previously reported the protective effect of VEGFR3 in salt-sensitive hypertension. However, the specific mechanism underlying the role of VEGFR3 in kidney during the overactivation of the renin-angiotensin-aldosterone system remains unclear. In the present study, hypertensive nephropathy was established by angiotensin II (Ang II). We found that VEGFR3 was highly increased in PTCs of Ang II-infused mice. Activation of VEGFR3 mitigated renal dysfunction, pathological damage, and oxidative stress in Ang II-induced hypertensive mice. Moreover, we found that VEGFR3 restored mitophagy deficiency induced by Ang II both in vivo and in vitro to alleviate oxidative stress injury in PTCs. Furthermore, in vitro experiment demonstrated that VEGFR3 improved abnormal mitophagy by enhancing PARKIN mitochondrial translocation. LC-MS/MS and Co-IP assays identified HSPA1L as the interacted protein of VEGFR3, which promoted the mitochondrial translocation of PARKIN. Mechanistically, VEGFR3 disorder domain bound to HSPA1L, and crotonylation modification of HSPA1L at K130 by VEGFR3 was required for mitophagy regulation in the context of Ang II-induced PTCs. Finally, the protective effect of VEGFR3 on mitophagy and oxidative stress were attenuated by transfection K130 (HSPA1L-K130R) mutant plasmid in vivo and in vitro. These findings indicated that VEGFR3 alleviated oxidative stress by promoting PARKIN-dependent mitophagy pathway via regulating HSPA1L crotonylation at K130 site in Ang II-induced PTCs, which provided a mechanistic basis for the therapeutic target in hypertensive renal injury.
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Affiliation(s)
- Qiuwen Wu
- Department of Cardiology, the 2nd Affiliated Hospital of Harbin Medical University, Harbin, 150001, China
- National Key Laboratory of Frigid Zone Cardiovascular Diseases (NKLFZCD), The Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Harbin, 150001, China
| | - Jiaxin Fu
- Department of Cardiology, the 2nd Affiliated Hospital of Harbin Medical University, Harbin, 150001, China
- National Key Laboratory of Frigid Zone Cardiovascular Diseases (NKLFZCD), The Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Harbin, 150001, China
| | - Bin Zhu
- Department of Cardiology, the 2nd Affiliated Hospital of Harbin Medical University, Harbin, 150001, China
- National Key Laboratory of Frigid Zone Cardiovascular Diseases (NKLFZCD), The Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Harbin, 150001, China
| | - Wei Meng
- Department of Cardiology, the 2nd Affiliated Hospital of Harbin Medical University, Harbin, 150001, China
- National Key Laboratory of Frigid Zone Cardiovascular Diseases (NKLFZCD), The Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Harbin, 150001, China
| | - Jingyi Ma
- Department of Endocrinology and Diabetes, the 2nd Affiliated Hospital of Harbin Medical University, Harbin, 150001, China
| | - Ying Lv
- Department of Cardiology, the 2nd Affiliated Hospital of Harbin Medical University, Harbin, 150001, China
- National Key Laboratory of Frigid Zone Cardiovascular Diseases (NKLFZCD), The Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Harbin, 150001, China
| | - Wenqi Zhao
- Department of Cardiology, the 2nd Affiliated Hospital of Harbin Medical University, Harbin, 150001, China
- National Key Laboratory of Frigid Zone Cardiovascular Diseases (NKLFZCD), The Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Harbin, 150001, China
| | - Fan Wang
- Department of Cardiology, the 2nd Affiliated Hospital of Harbin Medical University, Harbin, 150001, China
- National Key Laboratory of Frigid Zone Cardiovascular Diseases (NKLFZCD), The Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Harbin, 150001, China
| | - Jingjin Liu
- Department of Cardiology, Shenzhen People's Hospital (The Second Clinical Medical College, Jinan University, The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen, Guangdong, 518020, China
| | - Yongshun Wang
- Department of Cardiology, Shenzhen People's Hospital (The Second Clinical Medical College, Jinan University, The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen, Guangdong, 518020, China
| | - Cong Peng
- Department of Cardiology, the 2nd Affiliated Hospital of Harbin Medical University, Harbin, 150001, China
- National Key Laboratory of Frigid Zone Cardiovascular Diseases (NKLFZCD), The Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Harbin, 150001, China
| | - Shuo Zhang
- Department of Cardiology, the 2nd Affiliated Hospital of Harbin Medical University, Harbin, 150001, China.
- National Key Laboratory of Frigid Zone Cardiovascular Diseases (NKLFZCD), The Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Harbin, 150001, China.
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17
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Goutam RK, Huang G, Medina E, Ding F, Edenfield WJ, Sanabria H. Impact of frequent ARID1A mutations on protein stability provides insights into cancer pathogenesis. Sci Rep 2025; 15:3072. [PMID: 39856215 PMCID: PMC11760938 DOI: 10.1038/s41598-025-87103-7] [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: 10/08/2024] [Accepted: 01/16/2025] [Indexed: 01/27/2025] Open
Abstract
The ARID1A gene, frequently mutated in cancer, encodes the AT-rich interactive domain-containing protein 1 A, a key component of the chromatin remodeling SWI/SNF complex. The ARID1A protein features a conserved DNA-binding domain (ARID domain) of approximately 100 residues crucial for its function. Despite the frequency of mutations, the impact on ARID1A's stability and contribution to cancer progression remains unclear. We analyzed five frequent missense mutations R1020S, M1022K, K1047Q, G1063V, and A1089T identified in The Cancer Genome Atlas (TCGA) to assess their effects on the stability of the ARID domain using a hybrid experimental and computational approach. By combining computational stability from web server tools, the structural dynamics from replica exchange discrete molecular simulation (rexDMD), and thermal and chemical denaturation experiments, we found that the R1020S mutation severely decreases structural stability, making it the most impactful, while M1022K has minimal effect, and others lie in between. These findings enhance our understanding of the structural-functional relationship of ARID1A missense mutations at the molecular levels and their role in cancer pathogenesis. This research paves the way for identifying and categorizing which ARID1A mutations are most pathogenic, potentially guiding the development of targeted therapies tailored to specific mutation profiles in cancer treatment.
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Affiliation(s)
- Rajen K Goutam
- Department of Physics and Astronomy, Clemson University, Clemson, SC, USA
| | - Gangtong Huang
- Department of Physics and Astronomy, Clemson University, Clemson, SC, USA
| | - Exequiel Medina
- Departamento de Bioquímica y Biología Molecular, Facultad de Ciencias Químicas y Farmacéuticas, Universidad de Chile, Santiago, Chile
| | - Feng Ding
- Department of Physics and Astronomy, Clemson University, Clemson, SC, USA
| | - William J Edenfield
- Institute for Translational Oncology Research, Prisma Health, Greenville, SC, USA
| | - Hugo Sanabria
- Department of Physics and Astronomy, Clemson University, Clemson, SC, USA.
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18
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Holehouse AS, Alberti S. Molecular determinants of condensate composition. Mol Cell 2025; 85:290-308. [PMID: 39824169 PMCID: PMC11750178 DOI: 10.1016/j.molcel.2024.12.021] [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: 10/10/2024] [Revised: 12/03/2024] [Accepted: 12/20/2024] [Indexed: 01/20/2025]
Abstract
Cells use membraneless compartments to organize their interiors, and recent research has begun to uncover the molecular principles underlying their assembly. Here, we explore how site-specific and chemically specific interactions shape the properties and functions of condensates. Site-specific recruitment involves precise interactions at specific sites driven by partially or fully structured interfaces. In contrast, chemically specific recruitment is driven by complementary chemical interactions without the requirement for a persistent bound-state structure. We propose that site-specific and chemically specific interactions work together to determine the composition of condensates, facilitate biochemical reactions, and regulate enzymatic activities linked to metabolism, signaling, and gene expression. Characterizing the composition of condensates requires novel experimental and computational tools to identify and manipulate the molecular determinants guiding condensate recruitment. Advancing this research will deepen our understanding of how condensates regulate cellular functions, providing valuable insights into cellular physiology and organization.
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Affiliation(s)
- Alex S Holehouse
- Department of Biochemistry and Molecular Biophysics, Washington University School of Medicine, St. Louis, MO, USA; Center for Biomolecular Condensates (CBC), Washington University in St. Louis, St. Louis, MO, USA.
| | - Simon Alberti
- Center for Molecular and Cellular Bioengineering, Biotechnology Center, Technische Universität Dresden, Dresden, Germany.
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19
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Xue J, Lv S, Yu M, Pan Y, Li N, Xu X, Zhang Q, Peng M, Liu F, Sun X, Lao Y, Yao Y, Song J, Wu J, Li B. ARID1A IDR targets EWS-FLI1 condensates and finetunes chromatin remodeling. Protein Cell 2025; 16:64-71. [PMID: 38761067 DOI: 10.1093/procel/pwae029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2024] [Accepted: 04/14/2024] [Indexed: 05/20/2024] Open
Affiliation(s)
- Jingdong Xue
- Department of Biochemistry and Molecular Cell Biology, Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Shanghai Key Laboratory for Tumor Microenvironment and Inflammation, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Siang Lv
- Department of Laboratory Medicine, Jiading Branch of Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 201803, China
- Clinicopathological Diagnosis & Research Center, The Affiliated Hospital of Youjiang Medical University for Nationalities, Baise 533000, China
- Key Laboratory of Tumor Molecular Pathology of Guangxi Higher Education Institutes, Baise 533000, China
| | - Ming Yu
- Department of Biochemistry and Molecular Cell Biology, Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Shanghai Key Laboratory for Tumor Microenvironment and Inflammation, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Yixuan Pan
- Department of Biochemistry and Molecular Cell Biology, Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Shanghai Key Laboratory for Tumor Microenvironment and Inflammation, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Ningzhe Li
- Department of Biochemistry and Molecular Cell Biology, Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Shanghai Key Laboratory for Tumor Microenvironment and Inflammation, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, Shanghai 200025, China
| | - Xiang Xu
- Department of Laboratory Medicine, Jiading Branch of Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 201803, China
| | - Qi Zhang
- Department of Biochemistry and Molecular Cell Biology, Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Shanghai Key Laboratory for Tumor Microenvironment and Inflammation, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Mengyuan Peng
- Department of Biochemistry and Molecular Cell Biology, Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Shanghai Key Laboratory for Tumor Microenvironment and Inflammation, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Fang Liu
- Department of Biochemistry and Molecular Cell Biology, Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Shanghai Key Laboratory for Tumor Microenvironment and Inflammation, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Xuxu Sun
- Department of Biochemistry and Molecular Cell Biology, Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Shanghai Key Laboratory for Tumor Microenvironment and Inflammation, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Yimin Lao
- Department of Biochemistry and Molecular Cell Biology, Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Shanghai Key Laboratory for Tumor Microenvironment and Inflammation, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Yanhua Yao
- Department of Biochemistry and Molecular Cell Biology, Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Shanghai Key Laboratory for Tumor Microenvironment and Inflammation, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Juan Song
- Department of Biochemistry and Molecular Cell Biology, Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Shanghai Key Laboratory for Tumor Microenvironment and Inflammation, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Jun Wu
- Department of Laboratory Medicine, Jiading Branch of Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 201803, China
- Clinicopathological Diagnosis & Research Center, The Affiliated Hospital of Youjiang Medical University for Nationalities, Baise 533000, China
- Key Laboratory of Tumor Molecular Pathology of Guangxi Higher Education Institutes, Baise 533000, China
| | - Bing Li
- Department of Biochemistry and Molecular Cell Biology, Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Shanghai Key Laboratory for Tumor Microenvironment and Inflammation, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
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20
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Malaymar Pinar D, Göös H, Tan Z, Kumpula EP, Chowdhury I, Wang Z, Zhang Q, Salokas K, Keskitalo S, Wei GH, Kumbasar A, Varjosalo M. Nuclear Factor I Family Members are Key Transcription Factors Regulating Gene Expression. Mol Cell Proteomics 2025; 24:100890. [PMID: 39617063 PMCID: PMC11775196 DOI: 10.1016/j.mcpro.2024.100890] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2024] [Revised: 11/26/2024] [Accepted: 11/28/2024] [Indexed: 01/12/2025] Open
Abstract
The Nuclear Factor I (NFI) family of transcription factors (TFs) plays key roles in cellular differentiation, proliferation, and homeostasis. As such, NFI family members engage in a large number of interactions with other proteins and chromatin. However, despite their well-established significance, the NFIs' interactomes, their dynamics, and their functions have not been comprehensively examined. Here, we employed complementary omics-level techniques, i.e. interactomics (affinity purification mass spectrometry (AP-MS) and proximity-dependent biotinylation (BioID)), and chromatin immunoprecipitation sequencing (ChIP-Seq), to obtain a comprehensive view of the NFI proteins and their interactions in different cell lines. Our analyses included all four NFI family members, and a less-studied short isoform of NFIB (NFIB4), which lacks the DNA binding domain. We observed that, despite exhibiting redundancy, each family member had unique high-confidence interactors and target genes, suggesting distinct roles within the transcriptional regulatory networks. The study revealed that NFIs interact with other TFs to co-regulate a broad range of regulatory networks and cellular processes. Notably, time-dependent proximity-labeling unveiled a highly dynamic nature of NFI protein-protein interaction networks and hinted at the temporal modulation of NFI interactions. Furthermore, gene ontology (GO) enrichment analysis of NFI interactome and targetome revealed the involvement of NFIs in transcriptional regulation, chromatin organization, cellular signaling pathways, and pathways related to cancer. Additionally, we observed that NFIB4 engages with proteins associated with mRNA regulation, which suggests that NFIs have roles beyond traditional DNA binding and transcriptional modulation. We propose that NFIs may function as potential pioneering TFs, given their role in regulating the DNA binding ability of other TFs and their interactions with key chromatin remodeling complexes, thereby influencing a wide range of cellular processes. These insights into NFI protein-protein interactions and their dynamic, context-dependent nature provide a deeper understanding of gene regulation mechanisms and hint at the role of NFIs as master regulators.
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Affiliation(s)
- Dicle Malaymar Pinar
- Institute of Biotechnology, HiLIFE, University of Helsinki, Helsinki, Finland; Department of Molecular Biology and Genetics, Istanbul Technical University, Istanbul, Turkey
| | - Helka Göös
- iCell, Research and Development, Finnish Red Cross Blood Service, Helsinki, Finland
| | - Zenglai Tan
- Biocenter Oulu and Faculty of Biochemistry and Molecular Medicine, University of Oulu, Oulu, Finland
| | - Esa-Pekka Kumpula
- Institute of Biotechnology, HiLIFE, University of Helsinki, Helsinki, Finland
| | - Iftekhar Chowdhury
- Institute of Biotechnology, HiLIFE, University of Helsinki, Helsinki, Finland
| | - Zixian Wang
- MOE Key Laboratory of Metabolism and Molecular Medicine & Department of Biochemistry and Molecular Biology of School Basic Medical Sciences, Fudan University Shanghai Cancer Center, Shanghai Medical College of Fudan University, Shanghai, China
| | - Qin Zhang
- Biocenter Oulu and Faculty of Biochemistry and Molecular Medicine, University of Oulu, Oulu, Finland
| | - Kari Salokas
- Institute of Biotechnology, HiLIFE, University of Helsinki, Helsinki, Finland
| | - Salla Keskitalo
- Institute of Biotechnology, HiLIFE, University of Helsinki, Helsinki, Finland
| | - Gong-Hong Wei
- Biocenter Oulu and Faculty of Biochemistry and Molecular Medicine, University of Oulu, Oulu, Finland; MOE Key Laboratory of Metabolism and Molecular Medicine & Department of Biochemistry and Molecular Biology of School Basic Medical Sciences, Fudan University Shanghai Cancer Center, Shanghai Medical College of Fudan University, Shanghai, China
| | - Asli Kumbasar
- Department of Molecular Biology and Genetics, Istanbul Technical University, Istanbul, Turkey
| | - Markku Varjosalo
- Institute of Biotechnology, HiLIFE, University of Helsinki, Helsinki, Finland; iCAN Digital Precision Cancer Medicine Flagship, Faculty of Medicine, University of Helsinki, Helsinki, Finland.
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21
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Davie JR, Sattarifard H, Sudhakar SRN, Roberts CT, Beacon TH, Muker I, Shahib AK, Rastegar M. Basic Epigenetic Mechanisms. Subcell Biochem 2025; 108:1-49. [PMID: 39820859 DOI: 10.1007/978-3-031-75980-2_1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2025]
Abstract
The human genome consists of 23 chromosome pairs (22 autosomes and one pair of sex chromosomes), with 46 chromosomes in a normal cell. In the interphase nucleus, the 2 m long nuclear DNA is assembled with proteins forming chromatin. The typical mammalian cell nucleus has a diameter between 5 and 15 μm in which the DNA is packaged into an assortment of chromatin assemblies. The human brain has over 3000 cell types, including neurons, glial cells, oligodendrocytes, microglial, and many others. Epigenetic processes are involved in directing the organization and function of the genome of each one of the 3000 brain cell types. We refer to epigenetics as the study of changes in gene function that do not involve changes in DNA sequence. These epigenetic processes include histone modifications, DNA modifications, nuclear RNA, and transcription factors. In the interphase nucleus, the nuclear DNA is organized into different structures that are permissive or a hindrance to gene expression. In this chapter, we will review the epigenetic mechanisms that give rise to cell type-specific gene expression patterns.
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Affiliation(s)
- James R Davie
- Department of Biochemistry and Medical Genetics, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada.
| | - Hedieh Sattarifard
- Department of Biochemistry and Medical Genetics, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Sadhana R N Sudhakar
- Department of Biochemistry and Medical Genetics, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Chris-Tiann Roberts
- Department of Biochemistry and Medical Genetics, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Tasnim H Beacon
- Department of Biochemistry and Medical Genetics, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Ishdeep Muker
- Department of Biochemistry and Medical Genetics, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Ashraf K Shahib
- Department of Biochemistry and Medical Genetics, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Mojgan Rastegar
- Department of Biochemistry and Medical Genetics, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
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22
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Liu YT, Cao LY, Sun ZJ. The emerging roles of liquid-liquid phase separation in tumor immunity. Int Immunopharmacol 2024; 143:113212. [PMID: 39353387 DOI: 10.1016/j.intimp.2024.113212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2024] [Revised: 09/02/2024] [Accepted: 09/17/2024] [Indexed: 10/04/2024]
Abstract
Recent advancements in tumor immunotherapy, particularly PD-1 targeted therapy, have shown significant promise, marking major progress in tumor treatment approaches. Despite this, the development of resistance to therapy and mechanisms of immune evasion by tumors pose considerable obstacles to the broad application of immunotherapy. This necessitates a deeper exploration of complex immune signaling pathways integral to tumor immunity. This review aims to critically analyze the role of liquid-liquid phase separation (LLPS) within tumor immunity, specifically its impact on immune signaling pathways and its potential to foster the development of novel cancer therapies. LLPS, a biophysical process newly recognized for its ability to spontaneously segregate and organize biomacromolecules into liquid-like condensates through weak multivalent interactions, offers a novel perspective on the formation of signaling clusters and the functionality of immune molecules. The review delves into the micromolecular mechanisms behind the creation of signaling condensates via LLPS and reviews recent progress in adjusting signaling pathways pertinent to tumor immunity, including the T cell receptor (TCR), B cell receptor (BCR), immune checkpoints, and innate immune pathways such as the cGAS-STING pathway, stress granules, and the ADP-heptose-ALPK1 signaling axis. Furthermore, it considers the prospects of utilizing LLPS to generate groundbreaking cancer therapies capable of navigating past current treatment barriers. Through an extensive examination of LLPS's impact on tumor immunity, the review seeks to highlight novel therapeutic strategies and address the challenges and future directions in this rapidly evolving field.
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Affiliation(s)
- Yuan-Tong Liu
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Frontier Science Center for Immunology and Metabolism, Taikang Center for Life and Medical Sciences, Wuhan University, Wuhan, China; Department of Stomatology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.
| | - Lin-Yu Cao
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Frontier Science Center for Immunology and Metabolism, Taikang Center for Life and Medical Sciences, Wuhan University, Wuhan, China.
| | - Zhi-Jun Sun
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Frontier Science Center for Immunology and Metabolism, Taikang Center for Life and Medical Sciences, Wuhan University, Wuhan, China.
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23
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Goutam RK, Huang G, Medina E, Ding F, Edenfield WJ, Sanabria H. Impact of Frequent ARID1A Mutations on Protein Stability: Insights into Cancer Pathogenesis. RESEARCH SQUARE 2024:rs.3.rs-5225582. [PMID: 39764114 PMCID: PMC11702796 DOI: 10.21203/rs.3.rs-5225582/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/23/2025]
Abstract
The ARID1A gene, frequently mutated in cancer, encodes the AT-rich interactive domain-containing protein 1A, a key component of the chromatin remodeling SWI/SNF complex. The ARID1A protein features a conserved DNA-binding domain (ARID domain) of approximately 100 residues crucial for its function. Despite the frequency of mutations, the impact on ARID1A's stability and contribution to cancer progression remains unclear. We analyzed five frequent missense mutations R1020S, M1022K, K1047Q, G1063V, and A1089T identified in The Cancer Genome Atlas (TCGA) to assess their effects on the stability of the ARID domain using a hybrid experimental and computational approach. By combining computational stability from web server tools, the structural dynamics from replica exchange discrete molecular simulation (rexDMD), and thermal and chemical denaturation experiments, we found that the R1020S mutation severely decreases structural stability, making it the most impactful, while M1022K has minimal effect, and others lie in between. These findings enhance our understanding of the structural-functional relationship of ARID1A missense mutations at the molecular levels and their role in cancer pathogenesis. This research paves the way for identifying and categorizing which ARID1A mutations are most pathogenic, potentially guiding the development of targeted therapies tailored to specific mutation profiles in cancer treatment.
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Affiliation(s)
- Rajen K Goutam
- Department of Physics and Astronomy, Clemson University, Clemson, 29634, SC, USA
| | - Gangtong Huang
- Department of Physics and Astronomy, Clemson University, Clemson, 29634, SC, USA
| | - Exequiel Medina
- Departamento de Bioquímica y Biología Molecular, Facultad de Ciencias Químicas y Farmacéuticas, Universidad de Chile, Chile
| | - Feng Ding
- Department of Physics and Astronomy, Clemson University, Clemson, 29634, SC, USA
| | - William J. Edenfield
- Institute for Translational Oncology Research, Prisma Health, Greenville, SC, USA
| | - Hugo Sanabria
- Department of Physics and Astronomy, Clemson University, Clemson, 29634, SC, USA
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24
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Yanas A, Shweta H, Owens MC, Liu KF, Goldman YE. RNA helicases DDX3X and DDX3Y form nanometer-scale RNA-protein clusters that support catalytic activity. Curr Biol 2024; 34:5714-5727.e6. [PMID: 39591970 PMCID: PMC11978499 DOI: 10.1016/j.cub.2024.10.055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Revised: 08/16/2024] [Accepted: 10/18/2024] [Indexed: 11/28/2024]
Abstract
DEAD-box helicases, crucial for many aspects of RNA metabolism, often contain intrinsically disordered regions (IDRs) whose functions remain unclear. Using multiparameter confocal microscopy, we reveal that sex chromosome-encoded homologous RNA helicases, DDX3X and DDX3Y, form nanometer-scale RNA-protein clusters (RPCs) that foster their catalytic activities in vitro and in cells. The IDRs are critical for the formation of these RPCs. A thorough analysis of the catalytic cycle of DDX3X and DDX3Y by ensemble biochemistry and single-molecule photon bursts in the confocal microscope showed that RNA release is a major step that differentiates the unwinding activities of DDX3X and DDX3Y. The N-terminal IDRs of DDX3X and DDX3Y are both the drivers of RPC formation and the major differentiators of their enzymatic activities. Our findings provide new insights that the nanoscale helicase RPCs may be the normal state of these helicases under non-stressed conditions that promote their RNA unwinding and might act as nucleation points for stress granule formation. This mechanism may apply broadly among other members of the DEAD-box helicase family.
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Affiliation(s)
- Amber Yanas
- Department of Biochemistry and Biophysics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Graduate Group in Biochemistry and Molecular Biophysics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Him Shweta
- Department of Physiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Michael C Owens
- Department of Biochemistry and Biophysics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Graduate Group in Biochemistry and Molecular Biophysics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Kathy Fange Liu
- Department of Biochemistry and Biophysics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Graduate Group in Biochemistry and Molecular Biophysics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Penn Institute for RNA Innovation, University of Pennsylvania, Philadelphia, PA 19104, USA; Penn Center for Genome Integrity, University of Pennsylvania, Philadelphia, PA 19104, USA.
| | - Yale E Goldman
- Department of Physiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Pennsylvania Muscle Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
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25
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King MR, Ruff KM, Pappu RV. Emergent microenvironments of nucleoli. Nucleus 2024; 15:2319957. [PMID: 38443761 PMCID: PMC10936679 DOI: 10.1080/19491034.2024.2319957] [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: 09/04/2023] [Accepted: 02/13/2024] [Indexed: 03/07/2024] Open
Abstract
In higher eukaryotes, the nucleolus harbors at least three sub-phases that facilitate multiple functionalities including ribosome biogenesis. The three prominent coexisting sub-phases are the fibrillar center (FC), the dense fibrillar component (DFC), and the granular component (GC). Here, we review recent efforts in profiling sub-phase compositions that shed light on the types of physicochemical properties that emerge from compositional biases and territorial organization of specific types of macromolecules. We highlight roles played by molecular grammars which refers to protein sequence features including the substrate binding domains, the sequence features of intrinsically disordered regions, and the multivalence of these distinct types of domains / regions. We introduce the concept of a barcode of emergent physicochemical properties of nucleoli. Although our knowledge of the full barcode remains incomplete, we hope that the concept prompts investigations into undiscovered emergent properties and engenders an appreciation for how and why unique microenvironments control biochemical reactions.
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Affiliation(s)
- Matthew R. King
- Department of Biomedical Engineering and Center for Biomolecular Condensates, Washington University in St. Louis, Campus, MO, USA
| | - Kiersten M. Ruff
- Department of Biomedical Engineering and Center for Biomolecular Condensates, Washington University in St. Louis, Campus, MO, USA
| | - Rohit V. Pappu
- Department of Biomedical Engineering and Center for Biomolecular Condensates, Washington University in St. Louis, Campus, MO, USA
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26
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Wang W, Fan X, Liu W, Huang Y, Zhao S, Yang Y, Tang Z. The Spatial-Temporal Alternative Splicing Profile Reveals the Functional Diversity of FXR1 Isoforms in Myogenesis. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2405157. [PMID: 39499773 PMCID: PMC11653684 DOI: 10.1002/advs.202405157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/12/2024] [Revised: 09/08/2024] [Indexed: 11/07/2024]
Abstract
Alternative splicing (AS) is a fundamental mechanism contributing to proteome diversity, yet its comprehensive landscape and regulatory dynamics during skeletal muscle development remain largely unexplored. Here, the temporal AS profiles are investigated during myogenesis in five vertebrates, conducting comprehensive profiling across 27 developmental stages in skeletal muscle and encompassing ten tissues in adult pigs. The analysis reveals a pervasive and evolutionarily conserved pattern of alternative exon usage throughout myogenic differentiation, with hundreds of skipped exons (SEs) showing developmental regulation, particularly within skeletal muscle. Notably, this study identifies a muscle-specific SE (exon 15) within the Fxr1 gene, whose AS generates two dynamically expressed isoforms with distinct functions: the isoform without exon 15 (Fxr1E15 -) regulates myoblasts proliferation, while the isoform incorporating exon 15 (Fxr1E15+) promotes myogenic differentiation and fusion. Transcriptome analysis suggests that specifically knocking-down Fxr1E15+ isoform in myoblasts modulates differentiation by influencing gene expression and splicing of specific targets. The increased inclusion of exon 15 during differentiation is mediated by the binding of Rbm24 to the intron. Furthermore, in vivo experiments indicate that the Fxr1E15+ isoform facilitates muscle regeneration. Collectively, these findings provide a comprehensive resource for AS studies in skeletal muscle development, underscoring the diverse functions and regulatory mechanisms governing distinct Fxr1 isoforms in myogenesis.
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Affiliation(s)
- Wei Wang
- Kunpeng Institute of Modern Agriculture at FoshanAgricultural Genomics InstituteChinese Academy of Agricultural SciencesFoshan528226China
- Key Laboratory of Agricultural Animal GeneticsBreeding and Reproduction of Ministry of Education and Key Lab of Swine Genetics and Breeding of Ministry of Agriculture and Rural AffairsHuazhong Agricultural UniversityWuhan430070China
- Shenzhen BranchGuangdong Laboratory for Lingnan Modern AgricultureKey Laboratory of Livestock and Poultry Multi‐Omics of MARAAgricultural Genomics Institute at ShenzhenChinese Academy of Agricultural SciencesShenzhen518124China
| | - Xinhao Fan
- Kunpeng Institute of Modern Agriculture at FoshanAgricultural Genomics InstituteChinese Academy of Agricultural SciencesFoshan528226China
- Key Laboratory of Agricultural Animal GeneticsBreeding and Reproduction of Ministry of Education and Key Lab of Swine Genetics and Breeding of Ministry of Agriculture and Rural AffairsHuazhong Agricultural UniversityWuhan430070China
- Shenzhen BranchGuangdong Laboratory for Lingnan Modern AgricultureKey Laboratory of Livestock and Poultry Multi‐Omics of MARAAgricultural Genomics Institute at ShenzhenChinese Academy of Agricultural SciencesShenzhen518124China
| | - Weiwei Liu
- Shenzhen BranchGuangdong Laboratory for Lingnan Modern AgricultureKey Laboratory of Livestock and Poultry Multi‐Omics of MARAAgricultural Genomics Institute at ShenzhenChinese Academy of Agricultural SciencesShenzhen518124China
- Guangxi Key Laboratory of Animal BreedingDisease Control and PreventionCollege of Animal Science & TechnologyGuangxi UniversityNanning530004China
| | - Yuxin Huang
- Shenzhen BranchGuangdong Laboratory for Lingnan Modern AgricultureKey Laboratory of Livestock and Poultry Multi‐Omics of MARAAgricultural Genomics Institute at ShenzhenChinese Academy of Agricultural SciencesShenzhen518124China
- Guangxi Key Laboratory of Animal BreedingDisease Control and PreventionCollege of Animal Science & TechnologyGuangxi UniversityNanning530004China
| | - Shuhong Zhao
- Key Laboratory of Agricultural Animal GeneticsBreeding and Reproduction of Ministry of Education and Key Lab of Swine Genetics and Breeding of Ministry of Agriculture and Rural AffairsHuazhong Agricultural UniversityWuhan430070China
| | - Yalan Yang
- Kunpeng Institute of Modern Agriculture at FoshanAgricultural Genomics InstituteChinese Academy of Agricultural SciencesFoshan528226China
- Shenzhen BranchGuangdong Laboratory for Lingnan Modern AgricultureKey Laboratory of Livestock and Poultry Multi‐Omics of MARAAgricultural Genomics Institute at ShenzhenChinese Academy of Agricultural SciencesShenzhen518124China
| | - Zhonglin Tang
- Kunpeng Institute of Modern Agriculture at FoshanAgricultural Genomics InstituteChinese Academy of Agricultural SciencesFoshan528226China
- Shenzhen BranchGuangdong Laboratory for Lingnan Modern AgricultureKey Laboratory of Livestock and Poultry Multi‐Omics of MARAAgricultural Genomics Institute at ShenzhenChinese Academy of Agricultural SciencesShenzhen518124China
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27
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Shahib AK, Rastegar M, van Wijnen AJ, Davie JR. Neurodevelopmental functions and activities of the KAT3 class of lysine acetyltransferases. Biochem Cell Biol 2024; 102:430-447. [PMID: 39293094 DOI: 10.1139/bcb-2024-0156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/20/2024] Open
Abstract
The human lysine acetyltransferases KAT3A (CREBBP) and KAT3B (EP300) are essential enzymes in gene regulation in the nucleus. Their ubiquitous expression in metazoan cell types controls cell proliferation and differentiation during development. This comprehensive review delves into the biological roles of KAT3A and KAT3B in neurodevelopment, shedding light on how alterations in their regulation or activity can potentially contribute to a spectrum of neurodegenerative diseases (e.g., Huntington's and Alzheimer's). We explore the pathophysiological implications of KAT3 function loss in these disorders, considering their conserved protein domains and biochemical functions in chromatin regulation. The discussion also underscores the crucial role of KAT3 proteins and their substrates in supporting the integration of key cell signaling pathways. Furthermore, the narrative highlights the interdependence of KAT3-mediated lysine acetylation with lysine methylation and arginine methylation. From a cellular perspective, KAT3-dependent signal integration at subnuclear domains is mediated by liquid-liquid phase separation in response to KAT3-mediated lysine acetylation. The disruption of these finely tuned regulatory processes underscores their pathological roles in neurodegeneration. This review also points to the exciting potential for future research in this field, inspiring further investigation and discovery in the area of neurodevelopment and neurodegenerative diseases.
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Affiliation(s)
- Ashraf K Shahib
- Department of Biochemistry and Medical Genetics, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB R3E 0W2, Canada
| | - Mojgan Rastegar
- Department of Biochemistry and Medical Genetics, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB R3E 0W2, Canada
| | - Andre J van Wijnen
- Department of Biochemistry, University of Vermont Larner College of Medicine, Burlington, VT, USA
| | - James R Davie
- Department of Biochemistry and Medical Genetics, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB R3E 0W2, Canada
- Paul Albrechtsen Research Institute, CancerCare Manitoba, Winnipeg, MB R3E 0V9, Canada
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28
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Shidlovskii YV, Ulianova YA, Shaposhnikov AV, Kolesnik VV, Pravednikova AE, Stepanov NG, Chetverina D, Saccone G, Lebedeva LA, Chmykhalo VK, Giordano E. Subunits Med12 and Med13 of Mediator Cooperate with Subunits SAYP and Bap170 of SWI/SNF in Active Transcription in Drosophila. Int J Mol Sci 2024; 25:12781. [PMID: 39684492 DOI: 10.3390/ijms252312781] [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: 10/28/2024] [Revised: 11/21/2024] [Accepted: 11/26/2024] [Indexed: 12/18/2024] Open
Abstract
SAYP and Bap170, subunits of the SWI/SNF remodeling complex, have the ability to support enhancer-dependent transcription when artificially recruited to the promoter on a transgene. We found that the phenomenon critically depends on two subunits of the Mediator kinase module, Med12 and Med13 but does not require the two other subunits of the module (Cdk8 and CycC) or other subunits of the core part of the complex. A cooperation of the above proteins in active transcription was also observed at endogenous loci, but the contribution of the subunits to the activity of a particular gene differed in different loci. The factors SAYP/Bap170 and Med12/Med13 did not form sufficiently stable interactions in the extract, and their cooperation was apparently local at regulatory elements, the presence of SAYP and Bap170 in a locus being necessary for stable recruitment of Med12 and Med13 to the locus. In addition to the above factors, the Nelf-A protein was found to participate in the process. The cooperation of the factors, independent of enzymatic activities of the complexes they are part of, appears to be a novel mechanism that maintains promoter activity and may be used in many loci of the genome. Extended intrinsically disordered regions of the factors were assumed to sustain the mechanism.
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Affiliation(s)
- Yulii V Shidlovskii
- Laboratory of Gene Expression Regulation in Development, Institute of Gene Biology, Russian Academy of Sciences, 119334 Moscow, Russia
- Department of Biology and General Genetics, Sechenov University, 119992 Moscow, Russia
| | - Yulia A Ulianova
- Laboratory of Gene Expression Regulation in Development, Institute of Gene Biology, Russian Academy of Sciences, 119334 Moscow, Russia
| | - Alexander V Shaposhnikov
- Laboratory of Gene Expression Regulation in Development, Institute of Gene Biology, Russian Academy of Sciences, 119334 Moscow, Russia
| | - Valeria V Kolesnik
- Laboratory of Gene Expression Regulation in Development, Institute of Gene Biology, Russian Academy of Sciences, 119334 Moscow, Russia
| | - Anna E Pravednikova
- Laboratory of Gene Expression Regulation in Development, Institute of Gene Biology, Russian Academy of Sciences, 119334 Moscow, Russia
| | - Nikita G Stepanov
- Laboratory of Gene Expression Regulation in Development, Institute of Gene Biology, Russian Academy of Sciences, 119334 Moscow, Russia
- Department of Biology and General Genetics, Sechenov University, 119992 Moscow, Russia
| | - Darya Chetverina
- Group of Epigenetics, Institute of Gene Biology, Russian Academy of Sciences, 34/5 Vavilov St., 119334 Moscow, Russia
| | - Giuseppe Saccone
- Department of Biology, University of Naples "Federico II", 80126 Naples, Italy
| | - Lyubov A Lebedeva
- Laboratory of Gene Expression Regulation in Development, Institute of Gene Biology, Russian Academy of Sciences, 119334 Moscow, Russia
| | - Victor K Chmykhalo
- Laboratory of Gene Expression Regulation in Development, Institute of Gene Biology, Russian Academy of Sciences, 119334 Moscow, Russia
| | - Ennio Giordano
- Department of Biology, University of Naples "Federico II", 80126 Naples, Italy
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Mu C, Liu P, Liu L, Wang Y, Liu K, Li X, Li G, Cheng J, Bu M, Chen H, Tang M, Yao Y, Guan J, Ma T, Zhou Z, Wu Q, Li J, Guo H, Xia K, Hu Z, Peng X, Lang B, Li F, Chen XW, Xu Z, Yuan L. KCTD10 p.C124W variant contributes to schizophrenia by attenuating LLPS-mediated synapse formation. Proc Natl Acad Sci U S A 2024; 121:e2400464121. [PMID: 39565307 PMCID: PMC11621769 DOI: 10.1073/pnas.2400464121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Accepted: 10/23/2024] [Indexed: 11/21/2024] Open
Abstract
KCTD10, a member of the potassium channel tetramerization domain (KCTD) family, is implicated in neuropsychiatric disorders and functions as a substrate recognition component within the RING-type ubiquitin ligase complex. A rare de novo variant of KCTD10, p.C124W, was identified in schizophrenia cases, yet its underlying pathogenesis remains unexplored. Here, we demonstrate that heterozygous KCTD10 C124W mice display pronounced synaptic abnormalities and exhibit schizophrenia-like behaviors. Mechanistically, we reveal that KCTD10 undergoes liquid-liquid phase separation (LLPS), a process orchestrated by its intrinsically disordered region (IDR). p.C124W mutation disrupts this LLPS capability, leading to diminished degradation of RHOB and subsequent excessive accumulation in the postsynaptic density fractions. Notably, neither IDR deletion nor p.C124W mutation in KCTD10 mitigates the synaptic abnormalities caused by Kctd10 deficiency. Thus, our findings implicate that LLPS may be associated with the pathogenesis of KCTD10-associated brain disorders and highlight the potential of targeting RHOB as a therapeutic strategy for diseases linked to mutations in KCTD10 or RHOB.
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Affiliation(s)
- Chenjun Mu
- Center for Medical Genetics, Hunan Key Laboratory of Medical Genetics, Key Lab of Rare Pediatric Diseases of Ministry of Education, School of Life Science, Central South University, Changsha, Hunan410078, China
| | - Pan Liu
- Center for Medical Genetics, Hunan Key Laboratory of Medical Genetics, Key Lab of Rare Pediatric Diseases of Ministry of Education, School of Life Science, Central South University, Changsha, Hunan410078, China
| | - Liang Liu
- Department of Neurology, Xuanwu Hospital, Capital Medical University, Beijing100053, China
| | - Yaqing Wang
- State Key Laboratory of Molecular Developmental Biology, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Beijing100101, China
| | - Kefu Liu
- Center for Medical Genetics, Hunan Key Laboratory of Medical Genetics, Key Lab of Rare Pediatric Diseases of Ministry of Education, School of Life Science, Central South University, Changsha, Hunan410078, China
| | - Xiangyu Li
- Center for Medical Genetics, Hunan Key Laboratory of Medical Genetics, Key Lab of Rare Pediatric Diseases of Ministry of Education, School of Life Science, Central South University, Changsha, Hunan410078, China
| | - Guozhong Li
- Center for Medical Genetics, Hunan Key Laboratory of Medical Genetics, Key Lab of Rare Pediatric Diseases of Ministry of Education, School of Life Science, Central South University, Changsha, Hunan410078, China
| | - Jianbo Cheng
- Center for Medical Genetics, Hunan Key Laboratory of Medical Genetics, Key Lab of Rare Pediatric Diseases of Ministry of Education, School of Life Science, Central South University, Changsha, Hunan410078, China
| | - Mengyao Bu
- Center for Medical Genetics, Hunan Key Laboratory of Medical Genetics, Key Lab of Rare Pediatric Diseases of Ministry of Education, School of Life Science, Central South University, Changsha, Hunan410078, China
| | - Han Chen
- Center for Medical Genetics, Hunan Key Laboratory of Medical Genetics, Key Lab of Rare Pediatric Diseases of Ministry of Education, School of Life Science, Central South University, Changsha, Hunan410078, China
| | - Manpei Tang
- Center for Medical Genetics, Hunan Key Laboratory of Medical Genetics, Key Lab of Rare Pediatric Diseases of Ministry of Education, School of Life Science, Central South University, Changsha, Hunan410078, China
| | - Yuanhang Yao
- Center for Life Sciences, Institute of Molecular Medicine, School of Future Technology, Peking University, Beijing100871, China
| | - Jun Guan
- Center for Medical Genetics, Hunan Key Laboratory of Medical Genetics, Key Lab of Rare Pediatric Diseases of Ministry of Education, School of Life Science, Central South University, Changsha, Hunan410078, China
| | - Tiantian Ma
- State Key Laboratory of Molecular Developmental Biology, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Beijing100101, China
| | - Zhengrong Zhou
- Department of Basic Medical Sciences, Neuroscience Center, Shantou University Medical College, Shantou, Guangdong515041, China
| | - Qingfeng Wu
- State Key Laboratory of Molecular Developmental Biology, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Beijing100101, China
| | - Jiada Li
- Center for Medical Genetics, Hunan Key Laboratory of Medical Genetics, Key Lab of Rare Pediatric Diseases of Ministry of Education, School of Life Science, Central South University, Changsha, Hunan410078, China
- Hunan Key Laboratory of Animal Models for Human Diseases, School of Life Science, Central South University, Changsha, Hunan410078, China
| | - Hui Guo
- Center for Medical Genetics, Hunan Key Laboratory of Medical Genetics, Key Lab of Rare Pediatric Diseases of Ministry of Education, School of Life Science, Central South University, Changsha, Hunan410078, China
- Hunan Key Laboratory of Animal Models for Human Diseases, School of Life Science, Central South University, Changsha, Hunan410078, China
| | - Kun Xia
- Center for Medical Genetics, Hunan Key Laboratory of Medical Genetics, Key Lab of Rare Pediatric Diseases of Ministry of Education, School of Life Science, Central South University, Changsha, Hunan410078, China
- Hunan Key Laboratory of Animal Models for Human Diseases, School of Life Science, Central South University, Changsha, Hunan410078, China
| | - Zhengmao Hu
- Center for Medical Genetics, Hunan Key Laboratory of Medical Genetics, Key Lab of Rare Pediatric Diseases of Ministry of Education, School of Life Science, Central South University, Changsha, Hunan410078, China
- Hunan Key Laboratory of Animal Models for Human Diseases, School of Life Science, Central South University, Changsha, Hunan410078, China
| | - Xiaoqing Peng
- Center for Medical Genetics, Hunan Key Laboratory of Medical Genetics, Key Lab of Rare Pediatric Diseases of Ministry of Education, School of Life Science, Central South University, Changsha, Hunan410078, China
- Hunan Key Laboratory of Animal Models for Human Diseases, School of Life Science, Central South University, Changsha, Hunan410078, China
| | - Bing Lang
- Department of Psychiatry, The Second Xiangya Hospital of Central South University, Changsha, Hunan410011, China
| | - Faxiang Li
- Center for Medical Genetics, Hunan Key Laboratory of Medical Genetics, Key Lab of Rare Pediatric Diseases of Ministry of Education, School of Life Science, Central South University, Changsha, Hunan410078, China
- Hunan Key Laboratory of Animal Models for Human Diseases, School of Life Science, Central South University, Changsha, Hunan410078, China
| | - Xiao-wei Chen
- Center for Life Sciences, Institute of Molecular Medicine, School of Future Technology, Peking University, Beijing100871, China
| | - Zhiheng Xu
- State Key Laboratory of Molecular Developmental Biology, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Beijing100101, China
| | - Ling Yuan
- Center for Medical Genetics, Hunan Key Laboratory of Medical Genetics, Key Lab of Rare Pediatric Diseases of Ministry of Education, School of Life Science, Central South University, Changsha, Hunan410078, China
- Hunan Key Laboratory of Animal Models for Human Diseases, School of Life Science, Central South University, Changsha, Hunan410078, China
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30
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Cornejo KG, Venegas A, Sono MH, Door M, Gutierrez-Ruiz B, Karabedian LB, Nandi SG, Hadisurya M, Tao WA, Dykhuizen EC, Saha RN. Activity-assembled nBAF complex mediates rapid immediate early gene transcription by regulating RNA polymerase II productive elongation. Cell Rep 2024; 43:114877. [PMID: 39412992 PMCID: PMC11625021 DOI: 10.1016/j.celrep.2024.114877] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Revised: 09/03/2024] [Accepted: 09/30/2024] [Indexed: 10/18/2024] Open
Abstract
Signal-dependent RNA polymerase II (RNA Pol II) productive elongation is an integral component of gene transcription, including that of immediate early genes (IEGs) induced by neuronal activity. However, it remains unclear how productively elongating RNA Pol II overcomes nucleosomal barriers. Using RNAi, three degraders, and several small-molecule inhibitors, we show that the mammalian switch/sucrose non-fermentable (SWI/SNF) complex of neurons (neuronal BRG1/BRM-associated factor or nBAF) is required for activity-induced transcription of neuronal IEGs, including Arc. The nBAF complex facilitates promoter-proximal RNA Pol II pausing and signal-dependent RNA Pol II recruitment (loading) and, importantly, mediates productive elongation in the gene body via interaction with the elongation complex and elongation-competent RNA Pol II. Mechanistically, RNA Pol II elongation is mediated by activity-induced nBAF assembly (especially ARID1A recruitment) and its ATPase activity. Together, our data demonstrate that the nBAF complex regulates several aspects of RNA Pol II transcription and reveal mechanisms underlying activity-induced RNA Pol II elongation. These findings may offer insights into human maladies etiologically associated with mutational interdiction of BAF functions.
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Affiliation(s)
- Karen G Cornejo
- Molecular and Cell Biology Department, School of Natural Sciences, University of California, Merced, 5200 North Lake Road, Merced, CA 95343, USA
| | - Andie Venegas
- Molecular and Cell Biology Department, School of Natural Sciences, University of California, Merced, 5200 North Lake Road, Merced, CA 95343, USA
| | - Morgan H Sono
- Molecular and Cell Biology Department, School of Natural Sciences, University of California, Merced, 5200 North Lake Road, Merced, CA 95343, USA
| | - Madeline Door
- Molecular and Cell Biology Department, School of Natural Sciences, University of California, Merced, 5200 North Lake Road, Merced, CA 95343, USA
| | - Brenda Gutierrez-Ruiz
- Molecular and Cell Biology Department, School of Natural Sciences, University of California, Merced, 5200 North Lake Road, Merced, CA 95343, USA
| | - Lucy B Karabedian
- Molecular and Cell Biology Department, School of Natural Sciences, University of California, Merced, 5200 North Lake Road, Merced, CA 95343, USA
| | - Supratik G Nandi
- Molecular and Cell Biology Department, School of Natural Sciences, University of California, Merced, 5200 North Lake Road, Merced, CA 95343, USA
| | - Marco Hadisurya
- Department of Biochemistry, Purdue University, West Lafayette, IN 47907, USA
| | - W Andy Tao
- Department of Biochemistry, Purdue University, West Lafayette, IN 47907, USA; Purdue University Institute for Cancer Research, Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, IN 47907, USA
| | - Emily C Dykhuizen
- Purdue University Institute for Cancer Research, Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, IN 47907, USA
| | - Ramendra N Saha
- Molecular and Cell Biology Department, School of Natural Sciences, University of California, Merced, 5200 North Lake Road, Merced, CA 95343, USA.
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31
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Bremer A, Lang WH, Kempen RP, Sweta K, Taylor AB, Borgia MB, Ansari AZ, Mittag T. Reconciling competing models on the roles of condensates and soluble complexes in transcription factor function. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.11.21.624739. [PMID: 39605529 PMCID: PMC11601617 DOI: 10.1101/2024.11.21.624739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/29/2024]
Abstract
Phase separation explains the exquisite spatial and temporal regulation of many biological processes, but the role of transcription factor-mediated condensates in gene regulation is contentious, requiring head-to-head comparison of competing models. Here, we focused on the prototypical yeast transcription factor Gcn4 and assessed two models for gene transcription activation, i.e., mediated via soluble complexes or transcriptional condensates. Both models rely on the ability of transcription factors and coactivators to engage in multivalent interactions. Unexpectedly, we found that propensity to form homotypic Gcn4 condensates does not correlate well with transcriptional activity. Contrary to prevailing models, binding to DNA suppresses Gcn4 phase separation. Notably, the ability of Gcn4 to form soluble complexes with coactivator subunit Med15 closely mirrored the propensity to recruit Med15 into condensates, indicating that these properties are intertwined and cautioning against interpretation of mutational data without head-to-head comparisons. However, Gcn4 variants with the highest affinity for Med15 do not function as well as expected and instead have activities that reflect their abilities to phase separate with Med15. These variants therefore indeed form cellular condensates, and those attenuate activity. Our results show that transcription factors can function as soluble complexes as well as condensates, reconciling two seemingly opposing models, and have implications for other phase-separating systems.
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Affiliation(s)
- Anne Bremer
- Department of Structural Biology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Walter H. Lang
- Department of Chemical Biology & Therapeutics, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Ryan P. Kempen
- Department of Chemical Biology & Therapeutics, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Kumari Sweta
- Department of Chemical Biology & Therapeutics, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Aaron B. Taylor
- Cellular Imaging Shared Resource, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Madeleine B. Borgia
- Department of Structural Biology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Aseem Z. Ansari
- Department of Chemical Biology & Therapeutics, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Tanja Mittag
- Department of Structural Biology, St. Jude Children’s Research Hospital, Memphis, TN, USA
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32
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Wang Z, Di Y, Wen X, Liu Y, Ye L, Zhang X, Qin J, Wang Y, Chu H, Li G, Zhang W, Wang X, He W. NIT2 dampens BRD1 phase separation and restrains oxidative phosphorylation to enhance chemosensitivity in gastric cancer. Sci Transl Med 2024; 16:eado8333. [PMID: 39565874 DOI: 10.1126/scitranslmed.ado8333] [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: 02/22/2024] [Accepted: 10/25/2024] [Indexed: 11/22/2024]
Abstract
5-Fluorouracil (5-FU) chemoresistance contributes to poor therapeutic response and prognosis of gastric cancer (GC), for which effective strategies to overcome chemoresistance are limited. Here, using a CRISPR-Cas9 system, we identified that nitrilase family member 2 (NIT2) reverses chemoresistance independent of its metabolic function. Depletion or low expression of NIT2 led to 5-FU resistance in GC cell lines, patient-derived organoids, and xenografted tumors. Mechanistically, NIT2 interacted with bromodomain-containing protein 1 (BRD1) to inhibit HBO1-mediated acetylation of histone H3 at lysine-14 (H3K14ac) and RELA-targeted oxidative phosphorylation (OXPHOS) gene expression. Upon 5-FU stimulation, NIT2 phosphorylation by Src at Y49 promoted the dissociation of NIT2 from BRD1, followed by binding to E3 ligase CCNB1IP1, causing autophagic degradation of NIT2. Consequently, reduced NIT2 protein resulted in BRD1 forming phase separation and binding to histone H3, as well as increased RELA stability due to suppression of inhibitor of growth family member 4-mediated RELA ubiquitination. In addition, NIT2 expression negatively correlated with H3K14ac and OXPHOS and positively correlated with the chemotherapeutic responses and prognosis of patients with GC. Our findings reveal the moonlighting function of NIT2 in chemoresistance and underscore that OXPHOS blockade by metformin enhances 5-FU chemosensitivity upon NIT2 loss.
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Affiliation(s)
- Ziyang Wang
- Department of Gastrointestinal Surgery, First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong 510080, China
- Center for Translational Medicine, First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong 510080, China
| | - Yuqin Di
- Department of Gastrointestinal Surgery, First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong 510080, China
- Molecular Diagnosis and Gene Testing Center, First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong 510080, China
| | - Xiangqiong Wen
- Department of Gastrointestinal Surgery, First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong 510080, China
| | - Ye Liu
- Interdisciplinary Research Center for Biology and Chemistry, Liaoning Normal University, Dalian, Liaoning 116029, China
- Laboratory of Molecular Modeling, State Key Lab of Molecular Reaction Dynamics, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, Liaoning 116023, China
| | - Lvlan Ye
- Department of Gastrointestinal Surgery, First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong 510080, China
- Department of Biochemistry, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, Guangdong 510080, China
| | - Xiang Zhang
- Department of Gastrointestinal Surgery, First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong 510080, China
| | - Jiale Qin
- Department of Gastrointestinal Surgery, First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong 510080, China
| | - Youpeng Wang
- Center of Hepato-Pancreato-Biliary Surgery, First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong 510080, China
| | - Huiying Chu
- Interdisciplinary Research Center for Biology and Chemistry, Liaoning Normal University, Dalian, Liaoning 116029, China
- Laboratory of Molecular Modeling, State Key Lab of Molecular Reaction Dynamics, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, Liaoning 116023, China
| | - Guohui Li
- Interdisciplinary Research Center for Biology and Chemistry, Liaoning Normal University, Dalian, Liaoning 116029, China
- Laboratory of Molecular Modeling, State Key Lab of Molecular Reaction Dynamics, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, Liaoning 116023, China
| | - Weijing Zhang
- Department of Medical Imaging, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong 510060, China
| | - Xiongjun Wang
- School of Life Sciences, Guangzhou University, Guangzhou, Guangdong 510006, China
| | - Weiling He
- Department of Gastrointestinal Surgery, First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong 510080, China
- Department of Gastrointestinal Surgery, Xiang'an Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, Fujian 361000, China
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33
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Li Y, Liu Y, Yu XY, Xu Y, Pan X, Sun Y, Wang Y, Song YH, Shen Z. Membraneless organelles in health and disease: exploring the molecular basis, physiological roles and pathological implications. Signal Transduct Target Ther 2024; 9:305. [PMID: 39551864 PMCID: PMC11570651 DOI: 10.1038/s41392-024-02013-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2024] [Revised: 08/22/2024] [Accepted: 10/10/2024] [Indexed: 11/19/2024] Open
Abstract
Once considered unconventional cellular structures, membraneless organelles (MLOs), cellular substructures involved in biological processes or pathways under physiological conditions, have emerged as central players in cellular dynamics and function. MLOs can be formed through liquid-liquid phase separation (LLPS), resulting in the creation of condensates. From neurodegenerative disorders, cardiovascular diseases, aging, and metabolism to cancer, the influence of MLOs on human health and disease extends widely. This review discusses the underlying mechanisms of LLPS, the biophysical properties that drive MLO formation, and their implications for cellular function. We highlight recent advances in understanding how the physicochemical environment, molecular interactions, and post-translational modifications regulate LLPS and MLO dynamics. This review offers an overview of the discovery and current understanding of MLOs and biomolecular condensate in physiological conditions and diseases. This article aims to deliver the latest insights on MLOs and LLPS by analyzing current research, highlighting their critical role in cellular organization. The discussion also covers the role of membrane-associated condensates in cell signaling, including those involving T-cell receptors, stress granules linked to lysosomes, and biomolecular condensates within the Golgi apparatus. Additionally, the potential of targeting LLPS in clinical settings is explored, highlighting promising avenues for future research and therapeutic interventions.
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Affiliation(s)
- Yangxin Li
- Department of Cardiovascular Surgery of the First Affiliated Hospital & Institute for Cardiovascular Science, State Key Laboratory of Radiation Medicine and Protection, Suzhou Medical College, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, Jiangsu, 215123, P. R. China.
| | - Yuzhe Liu
- Department of Orthopedics, The Second Hospital of Jilin University, Changchun, Jilin, 130041, P. R. China
| | - Xi-Yong Yu
- NMPA Key Laboratory for Clinical Research and Evaluation of Drug for Thoracic Diseases, Key Laboratory of Molecular Target & Clinical Pharmacology and the State Key Laboratory of Respiratory Disease, School of Pharmaceutical Sciences, Guangzhou Medical University, Guangzhou, 511436, P. R. China
| | - Yan Xu
- Department of General Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan, 410011, P. R. China
| | - Xiangbin Pan
- Department of Structural Heart Disease, National Center for Cardiovascular Disease, China & Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, State key laboratory of cardiovascular disease, Beijing, 100037, P. R. China
| | - Yi Sun
- Department of Cardiovascular Surgery, Fuwai Yunnan Cardiovascular Hospital, Kunming, 650102, P. R. China
| | - Yanli Wang
- Department of Cardiovascular Surgery of the First Affiliated Hospital & Institute for Cardiovascular Science, State Key Laboratory of Radiation Medicine and Protection, Suzhou Medical College, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, Jiangsu, 215123, P. R. China
| | - Yao-Hua Song
- Cyrus Tang Hematology Center, Collaborative Innovation Center of Hematology, Soochow University, National Clinical Research Center for Hematologic Diseases, The First Affiliated Hospital of Soochow University, State Key Laboratory of Radiation Medicine and Protection, Soochow University, Suzhou, 215123, P.R. China.
| | - Zhenya Shen
- Department of Cardiovascular Surgery of the First Affiliated Hospital & Institute for Cardiovascular Science, State Key Laboratory of Radiation Medicine and Protection, Suzhou Medical College, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, Jiangsu, 215123, P. R. China.
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34
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Sielaff H, Zhao ZW. Visualizing, quantifying and mapping chromatin remodelers at work with single-molecule and single-cell imaging. Int J Biochem Cell Biol 2024; 176:106667. [PMID: 39362301 DOI: 10.1016/j.biocel.2024.106667] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2024] [Revised: 08/26/2024] [Accepted: 09/23/2024] [Indexed: 10/05/2024]
Abstract
Chromatin remodeling, carried out by four major subfamilies of ATP-dependent remodeler complexes across eukaryotes, alleviates the topological challenge posed by nucleosomes to regulate genome access. Recently, single-molecule and single-cell imaging techniques have been widely employed to probe this crucial process, both in vitro and in cellulo. Herein, we provide an integrated account of key recent efforts that leverage these approaches to visualize, quantify and map chromatin remodelers at work, elucidating diverse aspects of the remodeling process in both space and time, including molecular mechanisms of DNA wrapping/unwrapping, nucleosome translocation and histone exchange, dynamics of chromatin binding/target search and their intranuclear organization into hotspots or phase condensates, as well as functional coupling with transcription. The mechanistic insights and quantitative parameters revealed shed light on a multi-modal yet shared landscape for regulating remodeling across molecular and cellular scales, and pave the way for further interrogating the implications of its misregulation in disease contexts.
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Affiliation(s)
- Hendrik Sielaff
- Department of Chemistry, Faculty of Science, National University of Singapore, Singapore 119543, Singapore; Centre for BioImaging Sciences (CBIS), Faculty of Science, National University of Singapore, Singapore 117557, Singapore.
| | - Ziqing Winston Zhao
- Department of Chemistry, Faculty of Science, National University of Singapore, Singapore 119543, Singapore; Centre for BioImaging Sciences (CBIS), Faculty of Science, National University of Singapore, Singapore 117557, Singapore; Mechanobiology Institute (MBI), National University of Singapore, Singapore 117411, Singapore; Integrative Sciences and Engineering Programme (ISEP), National University of Singapore, Singapore 119077, Singapore.
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35
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Henninger JE, Young RA. An RNA-centric view of transcription and genome organization. Mol Cell 2024; 84:3627-3643. [PMID: 39366351 PMCID: PMC11495847 DOI: 10.1016/j.molcel.2024.08.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Revised: 08/13/2024] [Accepted: 08/16/2024] [Indexed: 10/06/2024]
Abstract
Foundational models of transcriptional regulation involve the assembly of protein complexes at DNA elements associated with specific genes. These assemblies, which can include transcription factors, cofactors, RNA polymerase, and various chromatin regulators, form dynamic spatial compartments that contribute to both gene regulation and local genome architecture. This DNA-protein-centric view has been modified with recent evidence that RNA molecules have important roles to play in gene regulation and genome structure. Here, we discuss evidence that gene regulation by RNA occurs at multiple levels that include assembly of transcriptional complexes and genome compartments, feedback regulation of active genes, silencing of genes, and control of protein kinases. We thus provide an RNA-centric view of transcriptional regulation that must reside alongside the more traditional DNA-protein-centric perspectives on gene regulation and genome architecture.
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Affiliation(s)
- Jonathan E Henninger
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, PA 15213, USA.
| | - Richard A Young
- Whitehead Institute for Biomedical Research, Cambridge, MA 02142, USA; Department of Biology, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.
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36
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De La Cruz N, Pradhan P, Veettil RT, Conti BA, Oppikofer M, Sabari BR. Disorder-mediated interactions target proteins to specific condensates. Mol Cell 2024; 84:3497-3512.e9. [PMID: 39232584 DOI: 10.1016/j.molcel.2024.08.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 05/03/2024] [Accepted: 08/10/2024] [Indexed: 09/06/2024]
Abstract
Selective compartmentalization of cellular contents is fundamental to the regulation of biochemistry. Although membrane-bound organelles control composition by using a semi-permeable barrier, biomolecular condensates rely on interactions among constituents to determine composition. Condensates are formed by dynamic multivalent interactions, often involving intrinsically disordered regions (IDRs) of proteins, yet whether distinct compositions can arise from these dynamic interactions is not known. Here, by comparative analysis of proteins differentially partitioned by two different condensates, we find that distinct compositions arise through specific IDR-mediated interactions. The IDRs of differentially partitioned proteins are necessary and sufficient for selective partitioning. Distinct sequence features are required for IDRs to partition, and swapping these sequence features changes the specificity of partitioning. Swapping whole IDRs retargets proteins and their biochemical activity to different condensates. Our results demonstrate that IDR-mediated interactions can target proteins to specific condensates, enabling the spatial regulation of biochemistry within the cell.
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Affiliation(s)
- Nancy De La Cruz
- Laboratory of Nuclear Organization, Cecil H. and Ida Green Center for Reproductive Biology Sciences, Division of Basic Research, Department of Obstetrics and Gynecology, Department of Molecular Biology, Hamon Center for Regenerative Science and Medicine, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Prashant Pradhan
- Laboratory of Nuclear Organization, Cecil H. and Ida Green Center for Reproductive Biology Sciences, Division of Basic Research, Department of Obstetrics and Gynecology, Department of Molecular Biology, Hamon Center for Regenerative Science and Medicine, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Reshma T Veettil
- Laboratory of Nuclear Organization, Cecil H. and Ida Green Center for Reproductive Biology Sciences, Division of Basic Research, Department of Obstetrics and Gynecology, Department of Molecular Biology, Hamon Center for Regenerative Science and Medicine, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Brooke A Conti
- Pfizer Centers for Therapeutic Innovation, Pfizer Inc., New York, NY 10016, USA
| | - Mariano Oppikofer
- Pfizer Centers for Therapeutic Innovation, Pfizer Inc., New York, NY 10016, USA
| | - Benjamin R Sabari
- Laboratory of Nuclear Organization, Cecil H. and Ida Green Center for Reproductive Biology Sciences, Division of Basic Research, Department of Obstetrics and Gynecology, Department of Molecular Biology, Hamon Center for Regenerative Science and Medicine, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA.
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37
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Strom AR, Kim Y, Zhao H, Chang YC, Orlovsky ND, Košmrlj A, Storm C, Brangwynne CP. Condensate interfacial forces reposition DNA loci and probe chromatin viscoelasticity. Cell 2024; 187:5282-5297.e20. [PMID: 39168125 DOI: 10.1016/j.cell.2024.07.034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 04/22/2024] [Accepted: 07/19/2024] [Indexed: 08/23/2024]
Abstract
Biomolecular condensates assemble in living cells through phase separation and related phase transitions. An underappreciated feature of these dynamic molecular assemblies is that they form interfaces with other cellular structures, including membranes, cytoskeleton, DNA and RNA, and other membraneless compartments. These interfaces are expected to give rise to capillary forces, but there are few ways of quantifying and harnessing these forces in living cells. Here, we introduce viscoelastic chromatin tethering and organization (VECTOR), which uses light-inducible biomolecular condensates to generate capillary forces at targeted DNA loci. VECTOR can be utilized to programmably reposition genomic loci on a timescale of seconds to minutes, quantitatively revealing local heterogeneity in the viscoelastic material properties of chromatin. These synthetic condensates are built from components that naturally form liquid-like structures in living cells, highlighting the potential role for native condensates to generate forces and do work to reorganize the genome and impact chromatin architecture.
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Affiliation(s)
- Amy R Strom
- Department of Chemical and Biological Engineering, Princeton University, Princeton, NJ 08544, USA
| | - Yoonji Kim
- Department of Molecular Biology, Princeton University, Princeton, NJ 08544, USA
| | - Hongbo Zhao
- Department of Chemical and Biological Engineering, Princeton University, Princeton, NJ 08544, USA; Department of Mechanical and Aerospace Engineering, Princeton, NJ 08544, USA; Omenn-Darling Bioengineering Institute, Princeton University, Princeton, NJ 08544, USA
| | - Yi-Che Chang
- Department of Chemistry, Princeton University, Princeton, NJ 08544, USA
| | - Natalia D Orlovsky
- Department of Molecular Biology, Princeton University, Princeton, NJ 08544, USA
| | - Andrej Košmrlj
- Department of Mechanical and Aerospace Engineering, Princeton, NJ 08544, USA; Omenn-Darling Bioengineering Institute, Princeton University, Princeton, NJ 08544, USA; Princeton Materials Institute, Princeton University, Princeton, NJ 08544, USA
| | - Cornelis Storm
- Eindhoven University of Technology, Department of Applied Physics and Science Education, Eindhoven, the Netherlands
| | - Clifford P Brangwynne
- Department of Chemical and Biological Engineering, Princeton University, Princeton, NJ 08544, USA; Omenn-Darling Bioengineering Institute, Princeton University, Princeton, NJ 08544, USA; Princeton Materials Institute, Princeton University, Princeton, NJ 08544, USA; Howard Hughes Medical Institute, Chevy Chase, MD 21044, USA.
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38
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Malone HA, Roberts CWM. Chromatin remodellers as therapeutic targets. Nat Rev Drug Discov 2024; 23:661-681. [PMID: 39014081 PMCID: PMC11534152 DOI: 10.1038/s41573-024-00978-5] [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] [Accepted: 05/28/2024] [Indexed: 07/18/2024]
Abstract
Large-scale cancer genome sequencing studies have revealed that chromatin regulators are frequently mutated in cancer. In particular, more than 20% of cancers harbour mutations in genes that encode subunits of SWI/SNF (BAF) chromatin remodelling complexes. Additional links of SWI/SNF complexes to disease have emerged with the findings that some oncogenes drive transformation by co-opting SWI/SNF function and that germline mutations in select SWI/SNF subunits are the basis of several neurodevelopmental disorders. Other chromatin remodellers, including members of the ISWI, CHD and INO80/SWR complexes, have also been linked to cancer and developmental disorders. Consequently, therapeutic manipulation of SWI/SNF and other remodelling complexes has become of great interest, and drugs that target SWI/SNF subunits have entered clinical trials. Genome-wide perturbation screens in cancer cell lines with SWI/SNF mutations have identified additional synthetic lethal targets and led to further compounds in clinical trials, including one that has progressed to FDA approval. Here, we review the progress in understanding the structure and function of SWI/SNF and other chromatin remodelling complexes, mechanisms by which SWI/SNF mutations cause cancer and neurological diseases, vulnerabilities that arise because of these mutations and efforts to target SWI/SNF complexes and synthetic lethal targets for therapeutic benefit.
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Affiliation(s)
- Hayden A Malone
- Division of Molecular Oncology, Department of Oncology, and Comprehensive Cancer Center, St. Jude Children's Research Hospital, Memphis, TN, USA
- St. Jude Graduate School of Biomedical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Charles W M Roberts
- Division of Molecular Oncology, Department of Oncology, and Comprehensive Cancer Center, St. Jude Children's Research Hospital, Memphis, TN, USA.
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39
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Qu Y, Gao N, Zhang S, Gao L, He B, Wang C, Gong C, Shi Q, Li Z, Yang S, Xiao Y. Role of N6-methyladenosine RNA modification in cancer. MedComm (Beijing) 2024; 5:e715. [PMID: 39252821 PMCID: PMC11381670 DOI: 10.1002/mco2.715] [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: 03/17/2024] [Revised: 08/13/2024] [Accepted: 08/13/2024] [Indexed: 09/11/2024] Open
Abstract
N6-methyladenosine (m6A) is the most abundant modification of RNA in eukaryotic cells. Previous studies have shown that m6A is pivotal in diverse diseases especially cancer. m6A corelates with the initiation, progression, resistance, invasion, and metastasis of cancer. However, despite these insights, a comprehensive understanding of its specific roles and mechanisms within the complex landscape of cancer is still elusive. This review begins by outlining the key regulatory proteins of m6A modification and their posttranslational modifications (PTMs), as well as the role in chromatin accessibility and transcriptional activity within cancer cells. Additionally, it highlights that m6A modifications impact cancer progression by modulating programmed cell death mechanisms and affecting the tumor microenvironment through various cancer-associated immune cells. Furthermore, the review discusses how microorganisms can induce enduring epigenetic changes and oncogenic effect in microorganism-associated cancers by altering m6A modifications. Last, it delves into the role of m6A modification in cancer immunotherapy, encompassing RNA therapy, immune checkpoint blockade, cytokine therapy, adoptive cell transfer therapy, and direct targeting of m6A regulators. Overall, this review clarifies the multifaceted role of m6A modification in cancer and explores targeted therapies aimed at manipulating m6A modification, aiming to advance cancer research and improve patient outcomes.
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Affiliation(s)
- Yi Qu
- Department of Gastroenterology Xinqiao Hospital Army Medical University Chongqing China
| | - Nannan Gao
- Department of Gastroenterology Xinqiao Hospital Army Medical University Chongqing China
| | - Shengwei Zhang
- Department of Gastroenterology Xinqiao Hospital Army Medical University Chongqing China
| | - Limin Gao
- Department of Gastroenterology Xinqiao Hospital Army Medical University Chongqing China
| | - Bing He
- Department of Gastroenterology Xinqiao Hospital Army Medical University Chongqing China
| | - Chao Wang
- Department of Gastroenterology Xinqiao Hospital Army Medical University Chongqing China
| | - Chunli Gong
- Department of Gastroenterology Xinqiao Hospital Army Medical University Chongqing China
| | - Qiuyue Shi
- Department of Gastroenterology the First Affiliated Hospital of Guangxi Medical University Nanning Guangxi China
| | - Zhibin Li
- Department of Gastroenterology Xinqiao Hospital Army Medical University Chongqing China
| | - Shiming Yang
- Department of Gastroenterology Xinqiao Hospital Army Medical University Chongqing China
| | - Yufeng Xiao
- Department of Gastroenterology Xinqiao Hospital Army Medical University Chongqing China
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40
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Boyd-Shiwarski CR, Shiwarski DJ, Subramanya AR. A New Phase for WNK Kinase Signaling Complexes as Biomolecular Condensates. Physiology (Bethesda) 2024; 39:0. [PMID: 38624245 PMCID: PMC11460533 DOI: 10.1152/physiol.00013.2024] [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: 02/22/2024] [Revised: 04/09/2024] [Accepted: 04/09/2024] [Indexed: 04/17/2024] Open
Abstract
The purpose of this review is to highlight transformative advances that have been made in the field of biomolecular condensates, with special emphasis on condensate material properties, physiology, and kinases, using the With-No-Lysine (WNK) kinases as a prototypical example. To convey how WNK kinases illustrate important concepts for biomolecular condensates, we start with a brief history, focus on defining features of biomolecular condensates, and delve into some examples of how condensates are implicated in cellular physiology (and pathophysiology). We then highlight how WNK kinases, through the action of "WNK droplets" that ubiquitously regulate intracellular volume and kidney-specific "WNK bodies" that are implicated in distal tubule salt reabsorption and potassium homeostasis, exemplify many of the defining features of condensates. Finally, this review addresses the controversies within this emerging field and questions to address.
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Affiliation(s)
- Cary R Boyd-Shiwarski
- Renal-Electrolyte Division, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States
- Pittsburgh Heart, Lung, Blood Vascular Medicine Institute, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States
| | - Daniel J Shiwarski
- Vascular Medicine Institute, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States
- Department of Bioengineering, University of Pittsburgh, Pittsburgh, Pennsylvania, United States
| | - Arohan R Subramanya
- Renal-Electrolyte Division, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States
- Pittsburgh Heart, Lung, Blood Vascular Medicine Institute, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States
- Department of Cell Biology, University of Pittsburgh, Pittsburgh, Pennsylvania, United States
- VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania, United States
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41
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Rubin AJ, Dao TT, Schueppert AV, Regev A, Shalek AK. LAT encodes T cell activation pathway balance. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.08.26.609683. [PMID: 39253472 PMCID: PMC11383308 DOI: 10.1101/2024.08.26.609683] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 09/11/2024]
Abstract
Immune cells transduce environmental stimuli into responses essential for host health via complex signaling cascades. T cells, in particular, leverage their unique T cell receptors (TCRs) to detect specific Human Leukocyte Antigen (HLA)-presented peptides. TCR activation is then relayed via linker for activation of T cells (LAT), a TCR-proximal disordered adapter protein, which organizes protein partners and mediates the propagation of signals down diverse pathways including NFAT and AP-1. Here, we studied how balanced downstream pathway activation is encoded in the amino acid sequence of LAT. To comprehensively profile the sequence-function relationship of LAT, we developed a pooled, single-cell, high-content screening approach in which a large series of mutants in the LAT protein were analyzed to characterize their effects on T cell activation. Measuring epigenetic, transcriptomic, and cell surface protein dynamics of single cells harboring distinct LAT mutants, we found functional regions spanning over 40% of the LAT amino acid sequence. Conserved sequence motifs for protein interactions along with charge distribution are critical sequence features, and contribute to interpretation of human genetic variation in LAT. While mutant defect severity spans from moderate to complete loss of function, nearly all defective mutants, irrespective of their position in LAT, confer balanced defects across all downstream pathways. To understand the molecular basis for this observation, we performed proximal protein labeling which demonstrated that disruption of LAT interaction with a single partner protein indirectly disrupts other partner interactions, likely through the dual roles of these proteins as effectors of downstream pathways and bridging factors between LAT molecules. Overall, we report widely distributed functional regions throughout a disordered adapter and a precise physical organization of LAT and interacting molecules which constrains signaling outputs. More broadly, we describe an approach for interrogating sequence-function relationships for proteins with complex activities across regulatory layers of the cell.
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Affiliation(s)
- Adam J. Rubin
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
- Institute for Medical Engineering & Science, Department of Chemistry, and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Ragon Institute of MIT, MGH, and Harvard, Cambridge, MA 02139, USA
| | - Tyler T. Dao
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
- Institute for Medical Engineering & Science, Department of Chemistry, and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Ragon Institute of MIT, MGH, and Harvard, Cambridge, MA 02139, USA
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Amelia V. Schueppert
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
- Institute for Medical Engineering & Science, Department of Chemistry, and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Ragon Institute of MIT, MGH, and Harvard, Cambridge, MA 02139, USA
| | - Aviv Regev
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Current address: Genentech, South San Francisco, CA, 94080
| | - Alex K. Shalek
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
- Institute for Medical Engineering & Science, Department of Chemistry, and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Ragon Institute of MIT, MGH, and Harvard, Cambridge, MA 02139, USA
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42
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Qian D, Ausserwoger H, Sneideris T, Farag M, Pappu RV, Knowles TPJ. Dominance analysis to assess solute contributions to multicomponent phase equilibria. Proc Natl Acad Sci U S A 2024; 121:e2407453121. [PMID: 39102550 PMCID: PMC11331137 DOI: 10.1073/pnas.2407453121] [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: 04/13/2024] [Accepted: 07/05/2024] [Indexed: 08/07/2024] Open
Abstract
Phase separation in aqueous solutions of macromolecules underlies the generation of biomolecular condensates in cells. Condensates are membraneless bodies, representing dense, macromolecule-rich phases that coexist with the dilute, macromolecule-deficient phases. In cells, condensates comprise hundreds of different macromolecular and small molecule solutes. How do different solutes contribute to the driving forces for phase separation? To answer this question, we introduce a formalism we term energy dominance analysis. This approach rests on analysis of shapes of the dilute phase boundaries, slopes of tie lines, and changes to dilute phase concentrations in response to perturbations of concentrations of different solutes. The framework is based solely on conditions for phase equilibria in systems with arbitrary numbers of macromolecules and solution components. Its practical application relies on being able to measure dilute phase concentrations of the components of interest. The dominance framework is both theoretically facile and experimentally applicable. We present the formalism that underlies dominance analysis and establish its accuracy and flexibility by deploying it to analyze phase diagrams probed in simulations and in experiments.
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Affiliation(s)
- Daoyuan Qian
- Centre for Misfolding Diseases, Yusuf Hamied Department of Chemistry, University of Cambridge, CB2 1EWCambridge, United Kingdom
| | - Hannes Ausserwoger
- Centre for Misfolding Diseases, Yusuf Hamied Department of Chemistry, University of Cambridge, CB2 1EWCambridge, United Kingdom
| | - Tomas Sneideris
- Centre for Misfolding Diseases, Yusuf Hamied Department of Chemistry, University of Cambridge, CB2 1EWCambridge, United Kingdom
| | - Mina Farag
- Department of Biomedical Engineering and Center for Biomolecular Condensates, Washington University in St. Louis, St. Louis, MO63130
| | - Rohit V. Pappu
- Department of Biomedical Engineering and Center for Biomolecular Condensates, Washington University in St. Louis, St. Louis, MO63130
| | - Tuomas P. J. Knowles
- Centre for Misfolding Diseases, Yusuf Hamied Department of Chemistry, University of Cambridge, CB2 1EWCambridge, United Kingdom
- Cavendish Laboratory, Department of Physics, University of Cambridge, CB3 0HECambridge, United Kingdom
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43
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Kim YR, Joo J, Lee HJ, Kim C, Park JC, Yu YS, Kim CR, Lee DH, Cha J, Kwon H, Hanssen KM, Grünewald TGP, Choi M, Han I, Bae S, Jung I, Shin Y, Baek SH. Prion-like domain mediated phase separation of ARID1A promotes oncogenic potential of Ewing's sarcoma. Nat Commun 2024; 15:6569. [PMID: 39095374 PMCID: PMC11297139 DOI: 10.1038/s41467-024-51050-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Accepted: 07/26/2024] [Indexed: 08/04/2024] Open
Abstract
Liquid-liquid phase separation (LLPS) facilitates the formation of membraneless organelles within cells, with implications in various biological processes and disease states. AT-rich interactive domain-containing protein 1A (ARID1A) is a chromatin remodeling factor frequently associated with cancer mutations, yet its functional mechanism remains largely unknown. Here, we find that ARID1A harbors a prion-like domain (PrLD), which facilitates the formation of liquid condensates through PrLD-mediated LLPS. The nuclear condensates formed by ARID1A LLPS are significantly elevated in Ewing's sarcoma patient specimen. Disruption of ARID1A LLPS results in diminished proliferative and invasive abilities in Ewing's sarcoma cells. Through genome-wide chromatin structure and transcription profiling, we identify that the ARID1A condensate localizes to EWS/FLI1 target enhancers and induces long-range chromatin architectural changes by forming functional chromatin remodeling hubs at oncogenic target genes. Collectively, our findings demonstrate that ARID1A promotes oncogenic potential through PrLD-mediated LLPS, offering a potential therapeutic approach for treating Ewing's sarcoma.
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Affiliation(s)
- Yong Ryoul Kim
- Creative Research Initiatives Center for Epigenetic Code and Diseases, School of Biological Sciences, Seoul National University, Seoul, South Korea
| | - Jaegeon Joo
- Department of Biological Sciences, Korea Advanced Institute of Science & Technology, Daejeon, South Korea
| | - Hee Jung Lee
- Interdisciplinary Program in Bioengineering, Seoul National University, Seoul, South Korea
| | - Chaelim Kim
- Interdisciplinary Program in Bioengineering, Seoul National University, Seoul, South Korea
| | - Ju-Chan Park
- Research Center of Genomic Medicine Institute, Seoul National University College of Medicine, Seoul, South Korea
- Department of Biochemistry and Molecular Biology, Seoul National University College of Medicine, Seoul, South Korea
| | - Young Suk Yu
- Creative Research Initiatives Center for Epigenetic Code and Diseases, School of Biological Sciences, Seoul National University, Seoul, South Korea
| | - Chang Rok Kim
- Creative Research Initiatives Center for Epigenetic Code and Diseases, School of Biological Sciences, Seoul National University, Seoul, South Korea
| | - Do Hui Lee
- Creative Research Initiatives Center for Epigenetic Code and Diseases, School of Biological Sciences, Seoul National University, Seoul, South Korea
| | - Joowon Cha
- Creative Research Initiatives Center for Epigenetic Code and Diseases, School of Biological Sciences, Seoul National University, Seoul, South Korea
| | - Hyemin Kwon
- Creative Research Initiatives Center for Epigenetic Code and Diseases, School of Biological Sciences, Seoul National University, Seoul, South Korea
| | - Kimberley M Hanssen
- Hopp-Children's Cancer Center (KiTZ), Heidelberg, Germany
- Division of Translational Pediatric Sarcoma Research, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), NCT Heidelberg, (A Partnership) Between DKFZ and Heidelberg University Hospital, Heidelberg, Germany
| | - Thomas G P Grünewald
- Hopp-Children's Cancer Center (KiTZ), Heidelberg, Germany
- Division of Translational Pediatric Sarcoma Research, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), NCT Heidelberg, (A Partnership) Between DKFZ and Heidelberg University Hospital, Heidelberg, Germany
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Murim Choi
- Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, South Korea
| | - Ilkyu Han
- Department of Orthopaedic Surgery, Seoul National University College of Medicine, Seoul, South Korea
| | - Sangsu Bae
- Research Center of Genomic Medicine Institute, Seoul National University College of Medicine, Seoul, South Korea
- Department of Biochemistry and Molecular Biology, Seoul National University College of Medicine, Seoul, South Korea
| | - Inkyung Jung
- Department of Biological Sciences, Korea Advanced Institute of Science & Technology, Daejeon, South Korea.
| | - Yongdae Shin
- Interdisciplinary Program in Bioengineering, Seoul National University, Seoul, South Korea.
- Department of Mechanical Engineering, Seoul National University, Seoul, South Korea.
| | - Sung Hee Baek
- Creative Research Initiatives Center for Epigenetic Code and Diseases, School of Biological Sciences, Seoul National University, Seoul, South Korea.
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44
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Cagliani R, Forni D, Mozzi A, Fuchs R, Tussia-Cohen D, Arrigoni F, Pozzoli U, De Gioia L, Hagai T, Sironi M. Evolution of Virus-like Features and Intrinsically Disordered Regions in Retrotransposon-derived Mammalian Genes. Mol Biol Evol 2024; 41:msae154. [PMID: 39101471 PMCID: PMC11299033 DOI: 10.1093/molbev/msae154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Revised: 07/16/2024] [Accepted: 07/19/2024] [Indexed: 08/06/2024] Open
Abstract
Several mammalian genes have originated from the domestication of retrotransposons, selfish mobile elements related to retroviruses. Some of the proteins encoded by these genes have maintained virus-like features; including self-processing, capsid structure formation, and the generation of different isoforms through -1 programmed ribosomal frameshifting. Using quantitative approaches in molecular evolution and biophysical analyses, we studied 28 retrotransposon-derived genes, with a focus on the evolution of virus-like features. By analyzing the rate of synonymous substitutions, we show that the -1 programmed ribosomal frameshifting mechanism in three of these genes (PEG10, PNMA3, and PNMA5) is conserved across mammals and originates alternative proteins. These genes were targets of positive selection in primates, and one of the positively selected sites affects a B-cell epitope on the spike domain of the PNMA5 capsid, a finding reminiscent of observations in infectious viruses. More generally, we found that retrotransposon-derived proteins vary in their intrinsically disordered region content and this is directly associated with their evolutionary rates. Most positively selected sites in these proteins are located in intrinsically disordered regions and some of them impact protein posttranslational modifications, such as autocleavage and phosphorylation. Detailed analyses of the biophysical properties of intrinsically disordered regions showed that positive selection preferentially targeted regions with lower conformational entropy. Furthermore, positive selection introduces variation in binary sequence patterns across orthologues, as well as in chain compaction. Our results shed light on the evolutionary trajectories of a unique class of mammalian genes and suggest a novel approach to study how intrinsically disordered region biophysical characteristics are affected by evolution.
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Affiliation(s)
- Rachele Cagliani
- Scientific Institute IRCCS E. MEDEA, Computational Biology Unit, Bosisio Parini 23842, Italy
| | - Diego Forni
- Scientific Institute IRCCS E. MEDEA, Computational Biology Unit, Bosisio Parini 23842, Italy
| | - Alessandra Mozzi
- Scientific Institute IRCCS E. MEDEA, Computational Biology Unit, Bosisio Parini 23842, Italy
| | - Rotem Fuchs
- Shmunis School of Biomedicine and Cancer Research, George S Wise Faculty of Life Sciences, Tel Aviv University, Tel Aviv 69978, Israel
| | - Dafna Tussia-Cohen
- Shmunis School of Biomedicine and Cancer Research, George S Wise Faculty of Life Sciences, Tel Aviv University, Tel Aviv 69978, Israel
| | - Federica Arrigoni
- Department of Biotechnology and Biosciences, University of Milan-Bicocca, Milan 20126, Italy
| | - Uberto Pozzoli
- Scientific Institute IRCCS E. MEDEA, Computational Biology Unit, Bosisio Parini 23842, Italy
| | - Luca De Gioia
- Department of Biotechnology and Biosciences, University of Milan-Bicocca, Milan 20126, Italy
| | - Tzachi Hagai
- Shmunis School of Biomedicine and Cancer Research, George S Wise Faculty of Life Sciences, Tel Aviv University, Tel Aviv 69978, Israel
| | - Manuela Sironi
- Scientific Institute IRCCS E. MEDEA, Computational Biology Unit, Bosisio Parini 23842, Italy
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45
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Park G, Patel AB, Wu C, Louder RK. Structures of H2A.Z-associated human chromatin remodelers SRCAP and TIP60 reveal divergent mechanisms of chromatin engagement. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.07.30.605802. [PMID: 39131301 PMCID: PMC11312561 DOI: 10.1101/2024.07.30.605802] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 08/13/2024]
Abstract
H2A.Z is a conserved histone variant that is localized to specific genomic regions where it plays important roles in transcription, DNA repair, and replication. Central to the biochemistry of human H2A.Z are the SRCAP and TIP60 chromatin remodelers, homologs of yeast SWR1 which catalyzes ATP-dependent H2A.Z exchange. Here, we use cryo-electron microscopy to resolve six structural states of the native SRCAP complex, uncovering conformational intermediates interpreted as a stepwise path to full nucleosome engagement. We also resolve the structure of the native TIP60 complex which consists of a structured core from which flexibly tethered chromatin binding domains emerge. Despite the shared subunit composition, the core of TIP60 displays divergent architectures from SRCAP that structurally disfavor nucleosome engagement, suggesting a distinct biochemical function.
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Affiliation(s)
- Giho Park
- Biochemistry, Cellular and Molecular Graduate Program, Johns Hopkins School of Medicine; Baltimore, MD 21205, USA
- Department of Molecular Biology and Genetics, Johns Hopkins School of Medicine; Baltimore, MD 21205, USA
| | - Avinash B. Patel
- Department of Biophysics, Johns Hopkins University; Baltimore, MD 21218, USA
| | - Carl Wu
- Department of Molecular Biology and Genetics, Johns Hopkins School of Medicine; Baltimore, MD 21205, USA
- Department of Biology, Johns Hopkins University; Baltimore, MD 21218, USA
| | - Robert K. Louder
- Department of Molecular Biology and Genetics, Johns Hopkins School of Medicine; Baltimore, MD 21205, USA
- Department of Biology, Johns Hopkins University; Baltimore, MD 21218, USA
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46
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Xi S, Jiang S, Li H, Huang Q, Lu J, Zhang X, Li Z, Zeng J. Adult epithelioid glioblastoma exhibits an extremely poor prognosis and high frequency of SWI/SNF complex mutation: Insights from a retrospective study. Int J Cancer 2024; 155:172-183. [PMID: 38411299 DOI: 10.1002/ijc.34854] [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: 10/14/2023] [Revised: 12/25/2023] [Accepted: 01/03/2024] [Indexed: 02/28/2024]
Abstract
Epithelioid glioblastoma (eGBM) is a rare subtype of GBM. Given the update of the definition of GBM, the understanding of the molecular characteristics and prognosis of "true" adult eGBM remains limited. Herein, we retrospectively analyzed the clinicopathological data of 39 adult eGBM cases. Adult eGBM primarily affected females, with a male-to-female ratio of 1:2.3. The average age of diagnosis was 53 years, and the tumor affected the temporal lobe in 41% of cases (16/39, 41%). Microscopically, the tumors consisted mainly or entirely of epithelioid cells. Perivascular infiltration (10/39, 25.6%) and leptomeningeal dissemination (7/39, 17.9%) were not uncommon. BRAF V600E mutation was detected in 40.9% of cases (n = 9/22). Next-generation sequencing revealed that CDKN2A/B homogeneous deletion was the most frequently mutated gene (8/10, 80%), followed by TERT promoter mutation (7/10, 70%), Cyclin-dependent kinases 4 or 6 (CDK4/6) amplification (5/10, 50%) and BRAF V600E mutation (50%, 5/10). Notably, the incidence of ARID1B mutation in eGBM was 50% (5/10), representing the first report of such a mutation in this subtype of GBM. ARID1B was known to be a subunit of the SWI/SNF chromatin remodeler. Chromosome analysis showed a 7+/10- signature in 90% (9/10) cases. Adult eGBM carried a dismal prognosis compared to GBM with IDH and H3 wild-type (typical GBM) (OS: 13.89 vs 24.30 months; P = .003) and even typical GBM without MGMT promoter methylation (OS: 13.89 vs 22.08 months; P = .036). Based on these findings, it can be concluded that adult eGBM harbors a high frequency of the 7+/10- signature and alterations in the MAPK pathway, SWI/SNF complex and cyclin-related genes and portends an extremely poor prognosis.
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Affiliation(s)
- Shaoyan Xi
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Guangzhou, China
- Department of Pathology, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Shimeng Jiang
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Guangzhou, China
- Department of Pathology, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Hainan Li
- Department of Pathology, Guangdong Sanjiu Brain Hospital, Guangzhou, China
| | - Qitao Huang
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Guangzhou, China
- Department of Pathology, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Jiabin Lu
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Guangzhou, China
- Department of Pathology, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Xing Zhang
- State Key Laboratory of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Diagnostics Co, Ltd, Nanjing, China
| | - Zhi Li
- Department of Pathology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Jing Zeng
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Guangzhou, China
- Department of Pathology, Sun Yat-sen University Cancer Center, Guangzhou, China
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47
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Stanton BZ, Pomella S. Epigenetic determinants of fusion-driven sarcomas: paradigms and challenges. Front Cell Dev Biol 2024; 12:1416946. [PMID: 38946804 PMCID: PMC11211607 DOI: 10.3389/fcell.2024.1416946] [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: 04/13/2024] [Accepted: 05/14/2024] [Indexed: 07/02/2024] Open
Abstract
We describe exciting recent advances in fusion-driven sarcoma etiology, from an epigenetics perspective. By exploring the current state of the field, we identify and describe the central mechanisms that determine sarcomagenesis. Further, we discuss seminal studies in translational genomics, which enabled epigenetic characterization of fusion-driven sarcomas. Important context for epigenetic mechanisms include, but are not limited to, cell cycle and metabolism, core regulatory circuitry, 3-dimensional chromatin architectural dysregulation, integration with ATP-dependent chromatin remodeling, and translational animal modeling. Paradoxically, while the genetic requirements for oncogenic transformation are highly specific for the fusion partners, the epigenetic mechanisms we as a community have uncovered are categorically very broad. This dichotomy prompts the question of whether the investigation of rare disease epigenomics should prioritize studying individual cell populations, thereby examining whether the mechanisms of chromatin dysregulation are specific to a particular tumor. We review recent advances focusing on rhabdomyosarcoma, synovial sarcoma, alveolar soft part sarcoma, clear cell sarcoma, undifferentiated round cell sarcoma, Ewing sarcoma, myxoid/round liposarcoma, epithelioid hemangioendothelioma and desmoplastic round cell tumor. The growing number of groundbreaking discoveries in the field, motivated us to anticipate further exciting advances in the area of mechanistic epigenomics and direct targeting of fusion transcription factors in the years ahead.
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Affiliation(s)
- Benjamin Z. Stanton
- Nationwide Children’s Hospital, Center for Childhood Cancer Research, Columbus, OH, United States
- Department of Pediatrics, The Ohio State University College of Medicine, Columbus, OH, United States
- Department of Biological Chemistry and Pharmacology, The Ohio State University College of Medicine, Columbus, OH, United States
| | - Silvia Pomella
- Department of Hematology and Oncology, Cell and Gene Therapy, Bambino Gesù Children’s Hospital, IRCCS, Rome, Italy
- Department of Clinical Sciences and Translational Medicine, University of Rome Tor Vergata, Rome, Italy
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48
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Strom AR, Eeftens JM, Polyachenko Y, Weaver CJ, Watanabe HF, Bracha D, Orlovsky ND, Jumper CC, Jacobs WM, Brangwynne CP. Interplay of condensation and chromatin binding underlies BRD4 targeting. Mol Biol Cell 2024; 35:ar88. [PMID: 38656803 PMCID: PMC11238092 DOI: 10.1091/mbc.e24-01-0046] [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: 02/05/2024] [Revised: 04/10/2024] [Accepted: 04/19/2024] [Indexed: 04/26/2024] Open
Abstract
Nuclear compartments form via biomolecular phase separation, mediated through multivalent properties of biomolecules concentrated within condensates. Certain compartments are associated with specific chromatin regions, including transcriptional initiation condensates, which are composed of transcription factors and transcriptional machinery, and form at acetylated regions including enhancer and promoter loci. While protein self-interactions, especially within low-complexity and intrinsically disordered regions, are known to mediate condensation, the role of substrate-binding interactions in regulating the formation and function of biomolecular condensates is underexplored. Here, utilizing live-cell experiments in parallel with coarse-grained simulations, we investigate how chromatin interaction of the transcriptional activator BRD4 modulates its condensate formation. We find that both kinetic and thermodynamic properties of BRD4 condensation are affected by chromatin binding: nucleation rate is sensitive to BRD4-chromatin interactions, providing an explanation for the selective formation of BRD4 condensates at acetylated chromatin regions, and thermodynamically, multivalent acetylated chromatin sites provide a platform for BRD4 clustering below the concentration required for off-chromatin condensation. This provides a molecular and physical explanation of the relationship between nuclear condensates and epigenetically modified chromatin that results in their mutual spatiotemporal regulation, suggesting that epigenetic modulation is an important mechanism by which the cell targets transcriptional condensates to specific chromatin loci.
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Affiliation(s)
- Amy R. Strom
- Department of Chemical and Biological Engineering, Princeton University, Princeton, NJ 08544
| | - Jorine M. Eeftens
- Department of Chemical and Biological Engineering, Princeton University, Princeton, NJ 08544
- Radboud Institute for Molecular Life Sciences, Radboud University, 6525 XZ Nijmegen, Netherlands
| | - Yury Polyachenko
- Department of Chemistry, Princeton University, Princeton, NJ 08544
| | - Claire J. Weaver
- Department of Chemical and Biological Engineering, Princeton University, Princeton, NJ 08544
- Department of Molecular and Cellular Biology, Princeton University, Princeton, NJ 08544
| | | | - Dan Bracha
- Department of Chemical and Biological Engineering, Princeton University, Princeton, NJ 08544
- Department of Biotechnology and Food Engineering, Technion, Haifa 3200, Israel
| | - Natalia D. Orlovsky
- Department of Chemical and Biological Engineering, Princeton University, Princeton, NJ 08544
- Biological and Biomedical Sciences Program, Harvard University, Boston, MA 02115
| | - Chanelle C. Jumper
- Department of Chemical and Biological Engineering, Princeton University, Princeton, NJ 08544
- Nereid Therapeutics, Boston, MA
| | | | - Clifford P. Brangwynne
- Department of Chemical and Biological Engineering, Princeton University, Princeton, NJ 08544
- Omenn-Darling Bioengineering Institute, Princeton University, Princeton, NJ 08544
- Howard Hughes Medical Institute, Chevy Chase, MD 20815
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49
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Akilli N, Cheutin T, Cavalli G. Phase separation and inheritance of repressive chromatin domains. Curr Opin Genet Dev 2024; 86:102201. [PMID: 38701672 DOI: 10.1016/j.gde.2024.102201] [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: 12/08/2023] [Revised: 04/04/2024] [Accepted: 04/16/2024] [Indexed: 05/05/2024]
Abstract
Polycomb-associated chromatin and pericentromeric heterochromatin form genomic domains important for the epigenetic regulation of gene expression. Both Polycomb complexes and heterochromatin factors rely on 'read and write' mechanisms, which, on their own, are not sufficient to explain the formation and the maintenance of these epigenetic domains. Microscopy has revealed that they form specific nuclear compartments separated from the rest of the genome. Recently, some subunits of these molecular machineries have been shown to undergo phase separation, both in vitro and in vivo, suggesting that phase separation might play important roles in the formation and the function of these two kinds of repressive chromatin. In this review, we will present the recent advances in the field of facultative and constitutive heterochromatin formation and maintenance through phase separation.
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Affiliation(s)
- Nazli Akilli
- Institute of Human Genetics, CNRS, University of Montpellier, Montpellier, France. https://twitter.com/@sinmerank
| | - Thierry Cheutin
- Institute of Human Genetics, CNRS, University of Montpellier, Montpellier, France
| | - Giacomo Cavalli
- Institute of Human Genetics, CNRS, University of Montpellier, Montpellier, France.
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50
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Mathias KM, Liu Y, Wan L. Dysregulation of transcriptional condensates in human disease: mechanisms, biological functions, and open questions. Curr Opin Genet Dev 2024; 86:102203. [PMID: 38788489 PMCID: PMC11162900 DOI: 10.1016/j.gde.2024.102203] [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: 10/30/2023] [Revised: 04/18/2024] [Accepted: 04/22/2024] [Indexed: 05/26/2024]
Abstract
Precise gene expression, crucial for normal development and health, depends on the co-ordinated assembly and function of various factors within the crowded nucleus. Recent evidence suggests that this process is in part regulated by mesoscale compartmentalization and concentration of transcriptional components within condensates, offering a new perspective on gene regulation. Dysregulation of transcriptional condensates is increasingly associated with diseases, indicating a potential role in pathogenesis. In this mini-review, we provide a concise overview of the current understanding of the formation and function of transcriptional condensates, with a specific focus on recent advances in their dysregulation and implications in diseases, notably cancer. We also address limitations in the field and highlight open questions for future research.
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Affiliation(s)
- Kaeli M Mathias
- Department of Cancer Biology and Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Biochemistry Biophysics Chemical Biology Graduate Group, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Center for Computational and Genomic Medicine, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Yiman Liu
- Department of Cancer Biology and Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Liling Wan
- Department of Cancer Biology and Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Center for Computational and Genomic Medicine, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA; Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Institute for Regenerative Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
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