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Expanding the HDAC druggable landscape beyond enzymatic activity

View ORCID ProfileJulien Olivet, Soon Gang Choi, Salvador Sierra, Tina M. O’Grady, Mario de la Fuente Revenga, Florent Laval, Vladimir V. Botchkarev Jr., Christoph Gorgulla, Paul W. Coote, Jérémy Blavier, Ezekiel A. Geffken, Jimit Lakhani, Kijun Song, Zoe C. Yeoh, Bin Hu, Anthony C. Varca, Jonathan Bruyr, Samira Ibrahim, Tasneem Jivanjee, Joshua D. Bromley, Sarah K. Nyquist, Aaron Richardson, Hong Yue, Yang Wang, Natalia Calonghi, Alessandra Stefan, Kerstin Spirohn, Didier Vertommen, Maria F. Baietti, Irma Lemmens, Hyuk-Soo Seo, Mikhail G. Dozmorov, Luc Willems, Jan Tavernier, View ORCID ProfileKalyan Das, View ORCID ProfileEleonora Leucci, Alejandro Hochkoeppler, Zhen-Yu Jim Sun, Michael A. Calderwood, Tong Hao, Alex K. Shalek, David E. Hill, Andras Boeszoermenyi, Haribabu Arthanari, Sara J. Buhrlage, Sirano Dhe-Paganon, View ORCID ProfileJavier González-Maeso, Franck Dequiedt, Jean-Claude Twizere, Marc Vidal
doi: https://doi.org/10.1101/2022.12.07.519454
Julien Olivet
1Center for Cancer Systems Biology, Dana-Farber Cancer Institute, Boston, MA, USA
2Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
3Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
4Laboratory of Viral Interactomes, Interdisciplinary Cluster for Applied Genoproteomics (GIGA)-Molecular Biology of Diseases, University of Liège, Liège, Belgium
5Structural Biology Unit, Laboratory of Virology and Chemotherapy, Rega Institute for Medical Research, Department of Microbiology, Immunology and Transplantation, Katholieke Universiteit Leuven, Leuven, Belgium
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  • ORCID record for Julien Olivet
Soon Gang Choi
1Center for Cancer Systems Biology, Dana-Farber Cancer Institute, Boston, MA, USA
2Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
3Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
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Salvador Sierra
6Department of Physiology and Biophysics, Virginia Commonwealth University School of Medicine, Richmond, VA, USA
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Tina M. O’Grady
7Laboratory of Gene Expression and Cancer, Interdisciplinary Cluster for Applied Genoproteomics (GIGA)-Molecular Biology of Diseases, University of Liège, Liège, Belgium
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Mario de la Fuente Revenga
6Department of Physiology and Biophysics, Virginia Commonwealth University School of Medicine, Richmond, VA, USA
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Florent Laval
1Center for Cancer Systems Biology, Dana-Farber Cancer Institute, Boston, MA, USA
2Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
3Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
4Laboratory of Viral Interactomes, Interdisciplinary Cluster for Applied Genoproteomics (GIGA)-Molecular Biology of Diseases, University of Liège, Liège, Belgium
8Laboratory of Cellular and Molecular Epigenetics, Interdisciplinary Cluster for Applied Genoproteomics (GIGA)-Cancer, University of Liège, Liège, Belgium
9TERRA Teaching and Research Center, Gembloux Agro-Bio Tech, University of Liège, Gembloux, Belgium
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Vladimir V. Botchkarev Jr.
2Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
3Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
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Christoph Gorgulla
3Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
10Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
11Department of Physics, Faculty of Arts and Sciences, Harvard University, Cambridge, MA, USA
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Paul W. Coote
3Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
10Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
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Jérémy Blavier
4Laboratory of Viral Interactomes, Interdisciplinary Cluster for Applied Genoproteomics (GIGA)-Molecular Biology of Diseases, University of Liège, Liège, Belgium
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Ezekiel A. Geffken
3Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
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Jimit Lakhani
3Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
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Kijun Song
3Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
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Zoe C. Yeoh
3Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
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Bin Hu
3Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
10Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
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Anthony C. Varca
3Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
10Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
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Jonathan Bruyr
7Laboratory of Gene Expression and Cancer, Interdisciplinary Cluster for Applied Genoproteomics (GIGA)-Molecular Biology of Diseases, University of Liège, Liège, Belgium
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Samira Ibrahim
12Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, MA, USA
13Institute for Medical Engineering and Science, Department of Chemistry and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
14Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
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Tasneem Jivanjee
12Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, MA, USA
13Institute for Medical Engineering and Science, Department of Chemistry and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
14Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
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Joshua D. Bromley
12Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, MA, USA
13Institute for Medical Engineering and Science, Department of Chemistry and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
14Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
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Sarah K. Nyquist
12Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, MA, USA
13Institute for Medical Engineering and Science, Department of Chemistry and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
14Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
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Aaron Richardson
1Center for Cancer Systems Biology, Dana-Farber Cancer Institute, Boston, MA, USA
2Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
3Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
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Hong Yue
1Center for Cancer Systems Biology, Dana-Farber Cancer Institute, Boston, MA, USA
2Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
3Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
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Yang Wang
1Center for Cancer Systems Biology, Dana-Farber Cancer Institute, Boston, MA, USA
2Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
3Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
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Natalia Calonghi
15Laboratory of Biochemistry, Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
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Alessandra Stefan
16Laboratory of Biotechnology, Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
17Consorzio per lo Sviluppo dei Sistemi a Grande Interfase, University of Firenze, Florence, Italy
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Kerstin Spirohn
1Center for Cancer Systems Biology, Dana-Farber Cancer Institute, Boston, MA, USA
2Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
3Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
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Didier Vertommen
18de Duve Institute, Université Catholique de Louvain, Brussels, Belgium
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Maria F. Baietti
19TRACE Patient Derived Xenograft Platform, Department of Oncology, Leuven Cancer Institute, Katholieke Universiteit Leuven, Leuven, Belgium
20Laboratory for RNA Cancer Biology, Department of Oncology, Leuven Cancer Institute, Katholieke Universiteit Leuven, Leuven, Belgium
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Irma Lemmens
21Center for Medical Biotechnology, Vlaams Instituut voor Biotechnologie, Ghent, Belgium
22Cytokine Receptor Laboratory, Department of Biomolecular Medicine, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
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Hyuk-Soo Seo
3Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
10Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
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Mikhail G. Dozmorov
23Department of Biostatistics, Virginia Commonwealth University School of Medicine, Richmond, VA, USA
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Luc Willems
8Laboratory of Cellular and Molecular Epigenetics, Interdisciplinary Cluster for Applied Genoproteomics (GIGA)-Cancer, University of Liège, Liège, Belgium
9TERRA Teaching and Research Center, Gembloux Agro-Bio Tech, University of Liège, Gembloux, Belgium
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Jan Tavernier
21Center for Medical Biotechnology, Vlaams Instituut voor Biotechnologie, Ghent, Belgium
22Cytokine Receptor Laboratory, Department of Biomolecular Medicine, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
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Kalyan Das
5Structural Biology Unit, Laboratory of Virology and Chemotherapy, Rega Institute for Medical Research, Department of Microbiology, Immunology and Transplantation, Katholieke Universiteit Leuven, Leuven, Belgium
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Eleonora Leucci
19TRACE Patient Derived Xenograft Platform, Department of Oncology, Leuven Cancer Institute, Katholieke Universiteit Leuven, Leuven, Belgium
20Laboratory for RNA Cancer Biology, Department of Oncology, Leuven Cancer Institute, Katholieke Universiteit Leuven, Leuven, Belgium
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Alejandro Hochkoeppler
16Laboratory of Biotechnology, Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
17Consorzio per lo Sviluppo dei Sistemi a Grande Interfase, University of Firenze, Florence, Italy
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Zhen-Yu Jim Sun
3Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
10Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
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Michael A. Calderwood
1Center for Cancer Systems Biology, Dana-Farber Cancer Institute, Boston, MA, USA
2Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
3Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
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Tong Hao
1Center for Cancer Systems Biology, Dana-Farber Cancer Institute, Boston, MA, USA
2Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
3Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
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Alex K. Shalek
12Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, MA, USA
13Institute for Medical Engineering and Science, Department of Chemistry and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
14Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
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  • For correspondence: shalek@mit.edu david_hill@dfci.harvard.edu aboeszoermenyi@cemm.oeaw.ac.at hari@dfci.harvard.edu saraj_buhrlage@dfci.harvard.edu dhepag@crystal.harvard.edu javier.maeso@vcuhealth.org fdequiedt@uliege.be jean-claude.twizere@uliege.be marc_vidal@dfci.harvard.edu
David E. Hill
1Center for Cancer Systems Biology, Dana-Farber Cancer Institute, Boston, MA, USA
2Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
3Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
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  • For correspondence: shalek@mit.edu david_hill@dfci.harvard.edu aboeszoermenyi@cemm.oeaw.ac.at hari@dfci.harvard.edu saraj_buhrlage@dfci.harvard.edu dhepag@crystal.harvard.edu javier.maeso@vcuhealth.org fdequiedt@uliege.be jean-claude.twizere@uliege.be marc_vidal@dfci.harvard.edu
Andras Boeszoermenyi
3Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
10Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
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  • For correspondence: shalek@mit.edu david_hill@dfci.harvard.edu aboeszoermenyi@cemm.oeaw.ac.at hari@dfci.harvard.edu saraj_buhrlage@dfci.harvard.edu dhepag@crystal.harvard.edu javier.maeso@vcuhealth.org fdequiedt@uliege.be jean-claude.twizere@uliege.be marc_vidal@dfci.harvard.edu
Haribabu Arthanari
3Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
10Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
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Sara J. Buhrlage
3Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
10Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
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Sirano Dhe-Paganon
3Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
10Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
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Javier González-Maeso
6Department of Physiology and Biophysics, Virginia Commonwealth University School of Medicine, Richmond, VA, USA
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  • For correspondence: shalek@mit.edu david_hill@dfci.harvard.edu aboeszoermenyi@cemm.oeaw.ac.at hari@dfci.harvard.edu saraj_buhrlage@dfci.harvard.edu dhepag@crystal.harvard.edu javier.maeso@vcuhealth.org fdequiedt@uliege.be jean-claude.twizere@uliege.be marc_vidal@dfci.harvard.edu
Franck Dequiedt
7Laboratory of Gene Expression and Cancer, Interdisciplinary Cluster for Applied Genoproteomics (GIGA)-Molecular Biology of Diseases, University of Liège, Liège, Belgium
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Jean-Claude Twizere
1Center for Cancer Systems Biology, Dana-Farber Cancer Institute, Boston, MA, USA
4Laboratory of Viral Interactomes, Interdisciplinary Cluster for Applied Genoproteomics (GIGA)-Molecular Biology of Diseases, University of Liège, Liège, Belgium
9TERRA Teaching and Research Center, Gembloux Agro-Bio Tech, University of Liège, Gembloux, Belgium
24Division of Science and Math, New York University Abu Dhabi, Abu Dhabi, UAE
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  • For correspondence: shalek@mit.edu david_hill@dfci.harvard.edu aboeszoermenyi@cemm.oeaw.ac.at hari@dfci.harvard.edu saraj_buhrlage@dfci.harvard.edu dhepag@crystal.harvard.edu javier.maeso@vcuhealth.org fdequiedt@uliege.be jean-claude.twizere@uliege.be marc_vidal@dfci.harvard.edu
Marc Vidal
1Center for Cancer Systems Biology, Dana-Farber Cancer Institute, Boston, MA, USA
2Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
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  • For correspondence: shalek@mit.edu david_hill@dfci.harvard.edu aboeszoermenyi@cemm.oeaw.ac.at hari@dfci.harvard.edu saraj_buhrlage@dfci.harvard.edu dhepag@crystal.harvard.edu javier.maeso@vcuhealth.org fdequiedt@uliege.be jean-claude.twizere@uliege.be marc_vidal@dfci.harvard.edu
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ABSTRACT

Enzymatic pockets such as those of histone deacetylases (HDACs) are among the most favored targets for drug development. However, enzymatic inhibitors often exhibit low selectivity and high toxicity due to targeting multiple enzyme paralogs, which are often involved in distinct multisubunit complexes. Here, we report the discovery and characterization of a non-enzymatic small molecule inhibitor of HDAC transcriptional repression functions with comparable anti-tumor activity to the enzymatic HDAC inhibitor Vorinostat, and anti-psychedelic activity of an HDAC2 knockout in vivo. We highlight that these phenotypes are achieved while modulating the expression of 20- and 80-fold fewer genes than enzymatic and genetic inhibition in the respective models. Thus, by achieving the same biological outcomes as established therapeutics while impacting a dramatically smaller number of genes, inhibitors of protein-protein interactions can offer important advantages in improving the selectivity of epigenetic modulators.

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Competing Interest Statement

An unpublished patent application where J.O., J.C.T., M.V., S.G.C. and S.J.B. are listed as co-inventors has been filed related to this article. M.d.l.F.R. has a consulting agreement with Noetic Fund. C.G. is a co-founder of Quantum Therapeutics Inc. and Virtual Discovery Inc. A.K.S. reports compensation for consulting and/or SAB membership from Merck, Honeycomb Biotechnologies, Cellarity, Repertoire Immune Medicines, Hovione, Third Rock Ventures, Ochre Bio, FL82, Empress Therapeutics, Relation Therapeutics, Senda Biosciences, IntrECate biotherapeutics, and Dahlia Biosciences unrelated to this work. A.K.S. has received research support from Merck, Novartis, Leo Pharma, Janssen, the Bill and Melinda Gates Foundation, the Moore Foundation, the NIH, Wellcome Leap, the Pew-Stewart Trust, Foundation MIT, the Chan Zuckerberg Initiative, Novo Nordisk and the FDA unrelated to this work. All other authors declare that they have no competing interests.

Footnotes

  • Manuscript updated to reflect the latest changes in title, abstract, introduction, and discussion, and to make the graphical abstract directly visible on the bioRxiv webpage of the article.

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Expanding the HDAC druggable landscape beyond enzymatic activity
Julien Olivet, Soon Gang Choi, Salvador Sierra, Tina M. O’Grady, Mario de la Fuente Revenga, Florent Laval, Vladimir V. Botchkarev Jr., Christoph Gorgulla, Paul W. Coote, Jérémy Blavier, Ezekiel A. Geffken, Jimit Lakhani, Kijun Song, Zoe C. Yeoh, Bin Hu, Anthony C. Varca, Jonathan Bruyr, Samira Ibrahim, Tasneem Jivanjee, Joshua D. Bromley, Sarah K. Nyquist, Aaron Richardson, Hong Yue, Yang Wang, Natalia Calonghi, Alessandra Stefan, Kerstin Spirohn, Didier Vertommen, Maria F. Baietti, Irma Lemmens, Hyuk-Soo Seo, Mikhail G. Dozmorov, Luc Willems, Jan Tavernier, Kalyan Das, Eleonora Leucci, Alejandro Hochkoeppler, Zhen-Yu Jim Sun, Michael A. Calderwood, Tong Hao, Alex K. Shalek, David E. Hill, Andras Boeszoermenyi, Haribabu Arthanari, Sara J. Buhrlage, Sirano Dhe-Paganon, Javier González-Maeso, Franck Dequiedt, Jean-Claude Twizere, Marc Vidal
bioRxiv 2022.12.07.519454; doi: https://doi.org/10.1101/2022.12.07.519454
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Expanding the HDAC druggable landscape beyond enzymatic activity
Julien Olivet, Soon Gang Choi, Salvador Sierra, Tina M. O’Grady, Mario de la Fuente Revenga, Florent Laval, Vladimir V. Botchkarev Jr., Christoph Gorgulla, Paul W. Coote, Jérémy Blavier, Ezekiel A. Geffken, Jimit Lakhani, Kijun Song, Zoe C. Yeoh, Bin Hu, Anthony C. Varca, Jonathan Bruyr, Samira Ibrahim, Tasneem Jivanjee, Joshua D. Bromley, Sarah K. Nyquist, Aaron Richardson, Hong Yue, Yang Wang, Natalia Calonghi, Alessandra Stefan, Kerstin Spirohn, Didier Vertommen, Maria F. Baietti, Irma Lemmens, Hyuk-Soo Seo, Mikhail G. Dozmorov, Luc Willems, Jan Tavernier, Kalyan Das, Eleonora Leucci, Alejandro Hochkoeppler, Zhen-Yu Jim Sun, Michael A. Calderwood, Tong Hao, Alex K. Shalek, David E. Hill, Andras Boeszoermenyi, Haribabu Arthanari, Sara J. Buhrlage, Sirano Dhe-Paganon, Javier González-Maeso, Franck Dequiedt, Jean-Claude Twizere, Marc Vidal
bioRxiv 2022.12.07.519454; doi: https://doi.org/10.1101/2022.12.07.519454

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