1
|
Coker JA, Stauffer SR. WD repeat domain 5 (WDR5) inhibitors: a patent review (2016-present). Expert Opin Ther Pat 2025; 35:31-45. [PMID: 39706200 DOI: 10.1080/13543776.2024.2441658] [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: 06/25/2024] [Revised: 10/01/2024] [Accepted: 11/25/2024] [Indexed: 12/23/2024]
Abstract
INTRODUCTION WDR5 is an epigenetic scaffolding protein that has attracted significant interest as an anti-cancer drug target, especially in MLL-rearranged leukemias. The most druggable 'WIN-site' on WDR5, which tethers WDR5 to chromatin, has been successfully targeted with multiple classes of exquisitely potent small-molecule protein-protein interaction inhibitors. Earlier progress has also been made on the development of WDR5 degraders and inhibitors at the 'WBM-site' on the opposite face of WDR5. AREAS COVERED Based on an international survey of the patent literature using SciFinder from 2016-2024, herein we provide a comprehensive account of the chemical matter targeting WDR5, with a particular focus on proprietary compounds that are underreported in the existing academic literature. Our survey illuminates challenges for the field to overcome: a broad lack of chemical diversity, confusion about the molecular mechanism of WIN-site inhibitors, a paucity of brain-penetrant scaffolds despite emerging evidence of activity in brain cancers, sparse pharmacokinetic, metabolic, and disposition characterization, and the absence of safety or efficacy data in humans. EXPERT OPINION It is our opinion that the best-in-class WIN-site inhibitors (from the imidazole class) merit advancement into clinical testing, likely against leukemia, which should provide much-needed clarity about the exciting but unproven potential of WDR5 as a next-generation therapeutic target.
Collapse
Affiliation(s)
- Jesse A Coker
- Center for Therapeutics Discovery, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, OH, USA
| | - Shaun R Stauffer
- Center for Therapeutics Discovery, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, OH, USA
| |
Collapse
|
2
|
He Z, Yang W, Yang F, Zhang J, Ma L. Innovative medicinal chemistry strategies for enhancing drug solubility. Eur J Med Chem 2024; 279:116842. [PMID: 39260319 DOI: 10.1016/j.ejmech.2024.116842] [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: 06/24/2024] [Revised: 08/25/2024] [Accepted: 08/26/2024] [Indexed: 09/13/2024]
Abstract
Drug candidates with poor solubility have been recognized as the cause of many drug development failures, owing to the fact that low solubility is unfavorable for physicochemical, pharmacokinetic (PK) and pharmacodynamic (PD) properties. Given the imperative role of solubility during drug development, we herein summarize various strategies for solubility optimizations from a medicinal chemistry perspective, including introduction of polar group, salt formation, structural simplification, disruption of molecular planarity and symmetry, optimizations on the solvent exposed region as well as prodrug design. In addition, methods for solubility assessment and prediction are reviewed. Besides, we have deeply discussed the strategies for solubility improvement. This paper is expected to be beneficial for the development of drug-like molecules with good solubility.
Collapse
Affiliation(s)
- Zhangxu He
- Pharmacy College, Henan University of Chinese Medicine, 450046, Zhengzhou, China
| | - Weiguang Yang
- Children's Hospital Affiliated of Zhengzhou University, Henan Children's Hospital, Zhengzhou Children's Hospital, Henan, Zhengzhou, 450000, China
| | - Feifei Yang
- Pharmacy College, Henan University of Chinese Medicine, 450046, Zhengzhou, China
| | - Jingyu Zhang
- Pharmacy College, Henan University of Chinese Medicine, 450046, Zhengzhou, China.
| | - Liying Ma
- State Key Laboratory of Esophageal Cancer Prevention and Treatment, Key Laboratory of Advanced Drug Preparation Technologies, Ministry of Education, School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, 450001, China; China Meheco Topfond Pharmaceutical Co., Zhumadian, 463000, China.
| |
Collapse
|
3
|
Mabanglo MF, Wilson B, Noureldin M, Kimani SW, Mamai A, Krausser C, González-Álvarez H, Srivastava S, Mohammed M, Hoffer L, Chan M, Avrumutsoae J, Li ASM, Hajian T, Tucker S, Green S, Szewczyk M, Barsyte-Lovejoy D, Santhakumar V, Ackloo S, Loppnau P, Li Y, Seitova A, Kiyota T, Wang JG, Privé GG, Kuntz DA, Patel B, Rathod V, Vala A, Rout B, Aman A, Poda G, Uehling D, Ramnauth J, Halabelian L, Marcellus R, Al-Awar R, Vedadi M. Crystal structures of DCAF1-PROTAC-WDR5 ternary complexes provide insight into DCAF1 substrate specificity. Nat Commun 2024; 15:10165. [PMID: 39580491 PMCID: PMC11585590 DOI: 10.1038/s41467-024-54500-x] [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: 05/22/2024] [Accepted: 11/12/2024] [Indexed: 11/25/2024] Open
Abstract
Proteolysis-targeting chimeras (PROTACs) have been explored for the degradation of drug targets for more than two decades. However, only a handful of E3 ligase substrate receptors have been efficiently used. Downregulation and mutation of these receptors would reduce the effectiveness of such PROTACs. We recently developed potent ligands for DCAF1, a substrate receptor of EDVP and CUL4 E3 ligases. Here, we focus on DCAF1 toward the development of PROTACs for WDR5, a drug target in various cancers. We report four DCAF1-based PROTACs with endogenous and exogenous WDR5 degradation effects and high-resolution crystal structures of the ternary complexes of DCAF1-PROTAC-WDR5. The structures reveal detailed insights into the interaction of DCAF1 with various WDR5-PROTACs, indicating a significant role of DCAF1 loops in providing needed surface plasticity, and reflecting the mechanism by which DCAF1 functions as a substrate receptor for E3 ligases with diverse sets of substrates.
Collapse
Affiliation(s)
- Mark F Mabanglo
- Drug Discovery Program, Ontario Institute for Cancer Research, Toronto, ON, Canada
| | - Brian Wilson
- Drug Discovery Program, Ontario Institute for Cancer Research, Toronto, ON, Canada
| | - Mahmoud Noureldin
- Drug Discovery Program, Ontario Institute for Cancer Research, Toronto, ON, Canada
| | - Serah W Kimani
- Structural Genomics Consortium, University of Toronto, Toronto, ON, Canada
| | - Ahmed Mamai
- Drug Discovery Program, Ontario Institute for Cancer Research, Toronto, ON, Canada
| | - Chiara Krausser
- Drug Discovery Program, Ontario Institute for Cancer Research, Toronto, ON, Canada
| | - Héctor González-Álvarez
- Drug Discovery Program, Ontario Institute for Cancer Research, Toronto, ON, Canada
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada
| | - Smriti Srivastava
- Drug Discovery Program, Ontario Institute for Cancer Research, Toronto, ON, Canada
| | - Mohammed Mohammed
- Drug Discovery Program, Ontario Institute for Cancer Research, Toronto, ON, Canada
| | - Laurent Hoffer
- Drug Discovery Program, Ontario Institute for Cancer Research, Toronto, ON, Canada
| | - Manuel Chan
- Drug Discovery Program, Ontario Institute for Cancer Research, Toronto, ON, Canada
| | - Jamie Avrumutsoae
- Drug Discovery Program, Ontario Institute for Cancer Research, Toronto, ON, Canada
| | - Alice Shi Ming Li
- Drug Discovery Program, Ontario Institute for Cancer Research, Toronto, ON, Canada
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada
| | - Taraneh Hajian
- Drug Discovery Program, Ontario Institute for Cancer Research, Toronto, ON, Canada
| | - Sarah Tucker
- Drug Discovery Program, Ontario Institute for Cancer Research, Toronto, ON, Canada
| | - Stuart Green
- Structural Genomics Consortium, University of Toronto, Toronto, ON, Canada
| | - Magdalena Szewczyk
- Structural Genomics Consortium, University of Toronto, Toronto, ON, Canada
| | - Dalia Barsyte-Lovejoy
- Structural Genomics Consortium, University of Toronto, Toronto, ON, Canada
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada
| | | | - Suzanne Ackloo
- Structural Genomics Consortium, University of Toronto, Toronto, ON, Canada
| | - Peter Loppnau
- Structural Genomics Consortium, University of Toronto, Toronto, ON, Canada
| | - Yanjun Li
- Structural Genomics Consortium, University of Toronto, Toronto, ON, Canada
| | - Almagul Seitova
- Structural Genomics Consortium, University of Toronto, Toronto, ON, Canada
| | - Taira Kiyota
- Drug Discovery Program, Ontario Institute for Cancer Research, Toronto, ON, Canada
| | - Jue George Wang
- Drug Discovery Program, Ontario Institute for Cancer Research, Toronto, ON, Canada
| | - Gilbert G Privé
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Douglas A Kuntz
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Bhashant Patel
- Piramal Discovery Solutions, Pharmaceutical Special Economic Zone, Ahmedabad, Gujarat, India
| | - Vaibhavi Rathod
- Piramal Discovery Solutions, Pharmaceutical Special Economic Zone, Ahmedabad, Gujarat, India
| | - Anand Vala
- Piramal Discovery Solutions, Pharmaceutical Special Economic Zone, Ahmedabad, Gujarat, India
| | - Bhimsen Rout
- Piramal Discovery Solutions, Pharmaceutical Special Economic Zone, Ahmedabad, Gujarat, India
| | - Ahmed Aman
- Drug Discovery Program, Ontario Institute for Cancer Research, Toronto, ON, Canada
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON, Canada
| | - Gennady Poda
- Drug Discovery Program, Ontario Institute for Cancer Research, Toronto, ON, Canada
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON, Canada
| | - David Uehling
- Drug Discovery Program, Ontario Institute for Cancer Research, Toronto, ON, Canada
| | - Jailall Ramnauth
- Drug Discovery Program, Ontario Institute for Cancer Research, Toronto, ON, Canada
| | - Levon Halabelian
- Structural Genomics Consortium, University of Toronto, Toronto, ON, Canada
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada
| | - Richard Marcellus
- Drug Discovery Program, Ontario Institute for Cancer Research, Toronto, ON, Canada
| | - Rima Al-Awar
- Drug Discovery Program, Ontario Institute for Cancer Research, Toronto, ON, Canada.
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada.
- Department of Chemistry, University of Toronto, Toronto, ON, Canada.
| | - Masoud Vedadi
- Drug Discovery Program, Ontario Institute for Cancer Research, Toronto, ON, Canada.
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada.
| |
Collapse
|
4
|
Travis CR, Henriksen HC, Wilkinson JR, Schomburg NK, Treacy JW, Kean KM, Houk KN, Waters ML. WDR5 Binding to Histone Serotonylation Is Driven by an Edge-Face Aromatic Interaction with Unexpected Electrostatic Effects. J Am Chem Soc 2024; 146:27451-27459. [PMID: 39321462 DOI: 10.1021/jacs.4c07277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/27/2024]
Abstract
Histone serotonylation has emerged as a key post-translational modification. WDR5 preferentially binds to serotonylated histone 3 (H3), and this binding event has been associated with tumorigenesis. Herein, we utilize genetic code expansion, structure-activity relationship studies, and computation to study an edge-face aromatic interaction between WDR5 Phe149 and serotonin on H3 that is key to this protein-protein interaction. We find experimentally that this edge-face aromatic interaction is unaffected by modulating the electrostatics of the face component but is weakened by electron-withdrawing substituents on the edge component. Overall, these results elucidate that this interaction is governed by van der Waals forces as well as electrostatics of the edge ring, a result that clarifies discrepancies among previous theoretical models and model system studies of this interaction type. This is the first evaluation of the driving force of an edge-face aromatic interaction at a protein-protein interface and provides a key benchmark for the nature of these understudied interactions that are abundant in the proteome.
Collapse
Affiliation(s)
- Christopher R Travis
- Department of Chemistry, CB 3290, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - Hanne C Henriksen
- Department of Chemistry, CB 3290, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - Jake R Wilkinson
- Department of Chemistry, CB 3290, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - Noah K Schomburg
- Department of Chemistry, CB 3290, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - Joseph W Treacy
- Department of Chemistry and Biochemistry, University of California at Los Angeles, Los Angeles, California 90095-1569, United States
| | - Kelsey M Kean
- Department of Chemistry, High Point University, High Point, North Carolina 27268, United States
| | - K N Houk
- Department of Chemistry and Biochemistry, University of California at Los Angeles, Los Angeles, California 90095-1569, United States
| | - Marcey L Waters
- Department of Chemistry, CB 3290, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| |
Collapse
|
5
|
Meyer CT, Smith BN, Wang J, Teuscher KB, Grieb BC, Howard GC, Silver AJ, Lorey SL, Stott GM, Moore WJ, Lee T, Savona MR, Weissmiller AM, Liu Q, Quaranta V, Fesik SW, Tansey WP. Expanded profiling of WD repeat domain 5 inhibitors reveals actionable strategies for the treatment of hematologic malignancies. Proc Natl Acad Sci U S A 2024; 121:e2408889121. [PMID: 39167600 PMCID: PMC11363251 DOI: 10.1073/pnas.2408889121] [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: 05/03/2024] [Accepted: 07/25/2024] [Indexed: 08/23/2024] Open
Abstract
WD40 Repeat Domain 5 (WDR5) is a highly conserved nuclear protein that recruits MYC oncoprotein transcription factors to chromatin to stimulate ribosomal protein gene expression. WDR5 is tethered to chromatin via an arginine-binding cavity known as the "WIN" site. Multiple pharmacological inhibitors of the WDR5-interaction site of WDR5 (WINi) have been described, including those with picomolar affinity and oral bioavailability in mice. Thus far, however, WINi have only been shown to be effective against a number of rare cancer types retaining wild-type p53. To explore the full potential of WINi for cancer therapy, we systematically profiled WINi across a panel of cancer cells, alone and in combination with other agents. We report that WINi are unexpectedly active against cells derived from both solid and blood-borne cancers, including those with mutant p53. Among hematologic malignancies, we find that WINi are effective as a single agent against leukemia and diffuse large B cell lymphoma xenograft models, and can be combined with the approved drug venetoclax to suppress disseminated acute myeloid leukemia in vivo. These studies reveal actionable strategies for the application of WINi to treat blood-borne cancers and forecast expanded utility of WINi against other cancer types.
Collapse
Affiliation(s)
- Christian T. Meyer
- Department of Molecular, Cellular, and Developmental Biology, University of Colorado Boulder, Boulder, CO80309
- Duet BioSystems, Nashville, TN37212
| | - Brianna N. Smith
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN37232
| | - Jing Wang
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN37232
- Center for Quantitative Sciences, Vanderbilt University Medical Center, Nashville, TN37232
| | - Kevin B. Teuscher
- Department of Biochemistry, Vanderbilt University School of Medicine, Nashville, TN37240
| | - Brian C. Grieb
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN37232
| | - Gregory C. Howard
- Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN37240
| | - Alexander J. Silver
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN37232
| | - Shelly L. Lorey
- Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN37240
| | - Gordon M. Stott
- Leidos Biomedical Research, Frederick National Laboratory for Cancer Research, Frederick, MD21701-4907
| | - William J. Moore
- Chemical Biology Laboratory, Center for Cancer Research, National Cancer Institute, Frederick, MD21702-1201
| | - Taekyu Lee
- Department of Biochemistry, Vanderbilt University School of Medicine, Nashville, TN37240
| | - Michael R. Savona
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN37232
| | | | - Qi Liu
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN37232
- Center for Quantitative Sciences, Vanderbilt University Medical Center, Nashville, TN37232
| | - Vito Quaranta
- Duet BioSystems, Nashville, TN37212
- Department of Biochemistry, Vanderbilt University School of Medicine, Nashville, TN37240
| | - Stephen W. Fesik
- Department of Biochemistry, Vanderbilt University School of Medicine, Nashville, TN37240
- Department of Pharmacology, Vanderbilt University School of Medicine, Nashville, TN37240
- Department of Chemistry, Vanderbilt University, Nashville, TN37240
| | - William P. Tansey
- Department of Biochemistry, Vanderbilt University School of Medicine, Nashville, TN37240
- Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN37240
| |
Collapse
|
6
|
Huang X, Chen Y, Xiao Q, Shang X, Liu Y. Chemical inhibitors targeting histone methylation readers. Pharmacol Ther 2024; 256:108614. [PMID: 38401773 DOI: 10.1016/j.pharmthera.2024.108614] [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: 12/19/2023] [Revised: 02/01/2024] [Accepted: 02/15/2024] [Indexed: 02/26/2024]
Abstract
Histone methylation reader domains are protein modules that recognize specific histone methylation marks, such as methylated or unmethylated lysine or arginine residues on histones. These reader proteins play crucial roles in the epigenetic regulation of gene expression, chromatin structure, and DNA damage repair. Dysregulation of these proteins has been linked to various diseases, including cancer, neurodegenerative diseases, and developmental disorders. Therefore, targeting these proteins with chemical inhibitors has emerged as an attractive approach for therapeutic intervention, and significant progress has been made in this area. In this review, we will summarize the development of inhibitors targeting histone methylation readers, including MBT domains, chromodomains, Tudor domains, PWWP domains, PHD fingers, and WD40 repeat domains. For each domain, we will briefly discuss its identification and biological/biochemical functions, and then focus on the discovery of inhibitors tailored to target this domain, summarizing the property and potential application of most inhibitors. We will also discuss the structural basis for the potency and selectivity of these inhibitors, which will aid in further lead generation and optimization. Finally, we will also address the challenges and strategies involved in the development of these inhibitors. It should facilitate the rational design and development of novel chemical scaffolds and new targeting strategies for histone methylation reader domains with the help of this body of data.
Collapse
Affiliation(s)
- Xiaolei Huang
- Jiangsu Key Laboratory of Neuropsychiatric Diseases, Jiangsu Province Engineering Research Center of Precision Diagnostics and Therapeutics Development, College of Pharmaceutical Sciences, Soochow University, Suzhou, Jiangsu 215123, PR China
| | - Yichang Chen
- Jiangsu Key Laboratory of Neuropsychiatric Diseases, Jiangsu Province Engineering Research Center of Precision Diagnostics and Therapeutics Development, College of Pharmaceutical Sciences, Soochow University, Suzhou, Jiangsu 215123, PR China
| | - Qin Xiao
- Jiangsu Key Laboratory of Neuropsychiatric Diseases, Jiangsu Province Engineering Research Center of Precision Diagnostics and Therapeutics Development, College of Pharmaceutical Sciences, Soochow University, Suzhou, Jiangsu 215123, PR China
| | - Xinci Shang
- Jiangsu Key Laboratory of Neuropsychiatric Diseases, Jiangsu Province Engineering Research Center of Precision Diagnostics and Therapeutics Development, College of Pharmaceutical Sciences, Soochow University, Suzhou, Jiangsu 215123, PR China
| | - Yanli Liu
- Jiangsu Key Laboratory of Neuropsychiatric Diseases, Jiangsu Province Engineering Research Center of Precision Diagnostics and Therapeutics Development, College of Pharmaceutical Sciences, Soochow University, Suzhou, Jiangsu 215123, PR China.
| |
Collapse
|
7
|
Qin S, Feng L, Zhao Q, Yan Z, Lyu X, Li K, Mu B, Chen Y, Lu W, Wang C, Suo Y, Yue J, Cui M, Li Y, Zhao Y, Duan Z, Zhu J, Lu X. Discovery and Optimization of WDR5 Inhibitors via Cascade Deoxyribonucleic Acid-Encoded Library Selection Approach. J Med Chem 2024; 67:1079-1092. [PMID: 38166388 DOI: 10.1021/acs.jmedchem.3c01463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2024]
Abstract
The DNA-encoded library (DEL) is a powerful hit generation tool for chemical biology and drug discovery; however, the optimization of DEL hits remained a daunting challenge for the medicinal chemistry community. In this study, hit compounds targeting the WIN binding domain of WDR5 were discovered by the initial three-cycle linear DEL selection, and their potency was further enhanced by a cascade DEL selection from the focused DEL designed based on the original first run DEL hits. As expected, these new compounds from the second run of focused DEL were more potent WDR5 inhibitors in the protein binding assay confirmed by the off-DNA synthesis. Interestingly, selected inhibitors exhibited good antiproliferative activity in two human acute leukemia cell lines. Taken together, this new cascade DEL selection strategy may have tremendous potential for finding high-affinity leads against WDR5 and provide opportunities to explore and optimize inhibitors for other targets.
Collapse
Affiliation(s)
- Shaozhao Qin
- School of Chinese Materia Medica, Nanjing University of Chinese Medicine, 138 Xianlin Road, Nanjing 210023, China
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 501 Haike Road, Shanghai 201203, China
| | - Lijian Feng
- Etern BioPharma (Shanghai) Co., Ltd. F2-B13, No. 80, 1505 Lane, Zuchongzhi Road, Shanghai 201203, China
| | - Qingyi Zhao
- School of Chinese Materia Medica, Nanjing University of Chinese Medicine, 138 Xianlin Road, Nanjing 210023, China
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 501 Haike Road, Shanghai 201203, China
| | - Ziqin Yan
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 501 Haike Road, Shanghai 201203, China
| | - Xilin Lyu
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 501 Haike Road, Shanghai 201203, China
| | - Kaige Li
- School of Chinese Materia Medica, Nanjing University of Chinese Medicine, 138 Xianlin Road, Nanjing 210023, China
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 501 Haike Road, Shanghai 201203, China
| | - Baiyang Mu
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 501 Haike Road, Shanghai 201203, China
| | - Yujie Chen
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 501 Haike Road, Shanghai 201203, China
- University of Chinese Academy of Sciences, No. 19A Yuquan Road, Beijing 100049, China
| | - Weiwei Lu
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 501 Haike Road, Shanghai 201203, China
| | - Chao Wang
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 501 Haike Road, Shanghai 201203, China
- University of Chinese Academy of Sciences, No. 19A Yuquan Road, Beijing 100049, China
| | - Yanrui Suo
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 501 Haike Road, Shanghai 201203, China
- University of Chinese Academy of Sciences, No. 19A Yuquan Road, Beijing 100049, China
| | - Jinfeng Yue
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 501 Haike Road, Shanghai 201203, China
| | - Mengqing Cui
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 501 Haike Road, Shanghai 201203, China
| | - Yingjie Li
- Etern BioPharma (Shanghai) Co., Ltd. F2-B13, No. 80, 1505 Lane, Zuchongzhi Road, Shanghai 201203, China
| | - Yujun Zhao
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 501 Haike Road, Shanghai 201203, China
- University of Chinese Academy of Sciences, No. 19A Yuquan Road, Beijing 100049, China
| | - Zhiqiang Duan
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 501 Haike Road, Shanghai 201203, China
| | - Jidong Zhu
- Etern BioPharma (Shanghai) Co., Ltd. F2-B13, No. 80, 1505 Lane, Zuchongzhi Road, Shanghai 201203, China
| | - Xiaojie Lu
- School of Chinese Materia Medica, Nanjing University of Chinese Medicine, 138 Xianlin Road, Nanjing 210023, China
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 501 Haike Road, Shanghai 201203, China
- University of Chinese Academy of Sciences, No. 19A Yuquan Road, Beijing 100049, China
| |
Collapse
|
8
|
Teuscher KB, Mills JJ, Tian J, Han C, Meyers KM, Sai J, South TM, Crow MM, Van Meveren M, Sensintaffar JL, Zhao B, Amporndanai K, Moore WJ, Stott GM, Tansey WP, Lee T, Fesik SW. Structure-Based Discovery of Potent, Orally Bioavailable Benzoxazepinone-Based WD Repeat Domain 5 Inhibitors. J Med Chem 2023; 66:16783-16806. [PMID: 38085679 DOI: 10.1021/acs.jmedchem.3c01529] [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] [Indexed: 12/29/2023]
Abstract
The chromatin-associated protein WDR5 (WD repeat domain 5) is an essential cofactor for MYC and a conserved regulator of ribosome protein gene transcription. It is also a high-profile target for anti-cancer drug discovery, with proposed utility against both solid and hematological malignancies. We have previously discovered potent dihydroisoquinolinone-based WDR5 WIN-site inhibitors with demonstrated efficacy and safety in animal models. In this study, we sought to optimize the bicyclic core to discover a novel series of WDR5 WIN-site inhibitors with improved potency and physicochemical properties. We identified the 3,4-dihydrobenzo[f][1,4]oxazepin-5(2H)-one core as an alternative scaffold for potent WDR5 inhibitors. Additionally, we used X-ray structural analysis to design partially saturated bicyclic P7 units. These benzoxazepinone-based inhibitors exhibited increased cellular potency and selectivity and favorable physicochemical properties compared to our best-in-class dihydroisoquinolinone-based counterparts. This study opens avenues to discover more advanced WDR5 WIN-site inhibitors and supports their development as novel anti-cancer therapeutics.
Collapse
Affiliation(s)
| | | | - Jianhua Tian
- Molecular Design and Synthesis Center, Vanderbilt Institute of Chemical Biology, Nashville, Tennessee 37232-0142, United States
| | | | | | | | | | | | | | | | | | | | - William J Moore
- Chemical Biology Laboratory, Center for Cancer Research, National Cancer Institute, Frederick, Maryland 21702-1201, United States
| | - Gordon M Stott
- Leidos Biomedical Research, Frederick National Laboratory for Cancer Research, Frederick, Maryland 21701-4907, United States
| | | | | | - Stephen W Fesik
- Department of Chemistry, Vanderbilt University, Nashville, Tennessee 37232-0142, United States
| |
Collapse
|
9
|
Yu X, Li D, Kottur J, Kim HS, Herring LE, Yu Y, Xie L, Hu X, Chen X, Cai L, Liu J, Aggarwal AK, Wang GG, Jin J. Discovery of Potent and Selective WDR5 Proteolysis Targeting Chimeras as Potential Therapeutics for Pancreatic Cancer. J Med Chem 2023; 66:16168-16186. [PMID: 38019706 PMCID: PMC10872723 DOI: 10.1021/acs.jmedchem.3c01521] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2023]
Abstract
As a core chromatin-regulatory scaffolding protein, WDR5 mediates numerous protein-protein interactions (PPIs) with other partner oncoproteins. However, small-molecule inhibitors that block these PPIs exert limited cell-killing effects. Here, we report structure-activity relationship studies in pancreatic ductal adenocarcinoma (PDAC) cells that led to the discovery of several WDR5 proteolysis-targeting chimer (PROTAC) degraders, including 11 (MS132), a highly potent and selective von Hippel-Lindau (VHL)-recruiting WDR5 degrader, which displayed positive binding cooperativity between WDR5 and VHL, effectively inhibited proliferation in PDAC cells, and was bioavailable in mice and 25, a cereblon (CRBN)-recruiting WDR5 degrader, which selectively degraded WDR5 over the CRBN neo-substrate IKZF1. Furthermore, by conducting site-directed mutagenesis studies, we determined that WDR5 K296, but not K32, was involved in the PROTAC-induced WDR5 degradation. Collectively, these studies resulted in a highly effective WDR5 degrader, which could be a potential therapeutic for pancreatic cancer and several potentially useful tool compounds.
Collapse
Affiliation(s)
- Xufen Yu
- Mount Sinai Center for Therapeutics Discovery, Icahn School of Medicine at Mount Sinai, New York, New York 10029, United States
- Departments of Pharmacological Sciences and Oncological Sciences, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, New York 10029, United States
| | - Dongxu Li
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina 27599, United States
- Department of Biochemistry and Biophysics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - Jithesh Kottur
- Mount Sinai Center for Therapeutics Discovery, Icahn School of Medicine at Mount Sinai, New York, New York 10029, United States
- Departments of Pharmacological Sciences and Oncological Sciences, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, New York 10029, United States
| | - Huen Suk Kim
- Mount Sinai Center for Therapeutics Discovery, Icahn School of Medicine at Mount Sinai, New York, New York 10029, United States
- Departments of Pharmacological Sciences and Oncological Sciences, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, New York 10029, United States
| | - Laura E Herring
- Department of Pharmacology, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina 27599, United States
| | - Yao Yu
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina 27599, United States
- Department of Biochemistry and Biophysics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
- Duke Cancer Institute, Duke University School of Medicine, Durham, North Carolina 27710, United States
- Department of Pathology, Duke University School of Medicine, Durham, North Carolina 27710, United States
- Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, North Carolina 27710, United States
| | - Ling Xie
- Department of Biochemistry and Biophysics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - Xiaoping Hu
- Mount Sinai Center for Therapeutics Discovery, Icahn School of Medicine at Mount Sinai, New York, New York 10029, United States
- Departments of Pharmacological Sciences and Oncological Sciences, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, New York 10029, United States
| | - Xian Chen
- Department of Biochemistry and Biophysics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - Ling Cai
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina 27599, United States
- Duke Cancer Institute, Duke University School of Medicine, Durham, North Carolina 27710, United States
- Department of Pathology, Duke University School of Medicine, Durham, North Carolina 27710, United States
| | - Jing Liu
- Mount Sinai Center for Therapeutics Discovery, Icahn School of Medicine at Mount Sinai, New York, New York 10029, United States
- Departments of Pharmacological Sciences and Oncological Sciences, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, New York 10029, United States
| | - Aneel K Aggarwal
- Departments of Pharmacological Sciences and Oncological Sciences, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, New York 10029, United States
| | - Gang Greg Wang
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina 27599, United States
- Department of Biochemistry and Biophysics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
- Department of Pharmacology, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina 27599, United States
- Duke Cancer Institute, Duke University School of Medicine, Durham, North Carolina 27710, United States
- Department of Pathology, Duke University School of Medicine, Durham, North Carolina 27710, United States
- Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, North Carolina 27710, United States
| | - Jian Jin
- Mount Sinai Center for Therapeutics Discovery, Icahn School of Medicine at Mount Sinai, New York, New York 10029, United States
- Departments of Pharmacological Sciences and Oncological Sciences, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, New York 10029, United States
| |
Collapse
|
10
|
Yu J, Li Z, Chen G, Kong X, Hu J, Wang D, Cao D, Li Y, Huo R, Wang G, Liu X, Jiang H, Li X, Luo X, Zheng M. Computing the relative binding affinity of ligands based on a pairwise binding comparison network. NATURE COMPUTATIONAL SCIENCE 2023; 3:860-872. [PMID: 38177766 PMCID: PMC10766524 DOI: 10.1038/s43588-023-00529-9] [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: 05/05/2023] [Accepted: 09/05/2023] [Indexed: 01/06/2024]
Abstract
Structure-based lead optimization is an open challenge in drug discovery, which is still largely driven by hypotheses and depends on the experience of medicinal chemists. Here we propose a pairwise binding comparison network (PBCNet) based on a physics-informed graph attention mechanism, specifically tailored for ranking the relative binding affinity among congeneric ligands. Benchmarking on two held-out sets (provided by Schrödinger and Merck) containing over 460 ligands and 16 targets, PBCNet demonstrated substantial advantages in terms of both prediction accuracy and computational efficiency. Equipped with a fine-tuning operation, the performance of PBCNet reaches that of Schrödinger's FEP+, which is much more computationally intensive and requires substantial expert intervention. A further simulation-based experiment showed that active learning-optimized PBCNet may accelerate lead optimization campaigns by 473%. Finally, for the convenience of users, a web service for PBCNet is established to facilitate complex relative binding affinity prediction through an easy-to-operate graphical interface.
Collapse
Affiliation(s)
- Jie Yu
- Drug Discovery and Design Center, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
- School of Information Science and Technology, Shanghai Tech University, Shanghai, China
- Lingang Laboratory, Shanghai, China
| | - Zhaojun Li
- College of Computer and Information Engineering, Dezhou University, Dezhou City, China
- Development Department, Suzhou Alphama Biotechnology Co., Ltd, Suzhou City, China
| | - Geng Chen
- Drug Discovery and Design Center, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
- University of Chinese Academy of Sciences, Beijing, China
- School of Pharmaceutical Science and Technology, Hangzhou Institute for Advanced Study, UCAS, Hangzhou, China
| | - Xiangtai Kong
- Drug Discovery and Design Center, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Jie Hu
- School of Chinese Materia Medica, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
| | - Dingyan Wang
- Drug Discovery and Design Center, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
- Lingang Laboratory, Shanghai, China
| | - Duanhua Cao
- Drug Discovery and Design Center, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
- Innovation Institute for Artificial Intelligence in Medicine of Zhejiang University, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, Zhejiang, China
| | - Yanbei Li
- Drug Discovery and Design Center, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
- University of Chinese Academy of Sciences, Beijing, China
- School of Pharmaceutical Science and Technology, Hangzhou Institute for Advanced Study, UCAS, Hangzhou, China
| | - Ruifeng Huo
- School of Chinese Materia Medica, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
| | - Gang Wang
- Drug Discovery and Design Center, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Xiaohong Liu
- Development Department, Suzhou Alphama Biotechnology Co., Ltd, Suzhou City, China
| | - Hualiang Jiang
- Drug Discovery and Design Center, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
- University of Chinese Academy of Sciences, Beijing, China
- School of Chinese Materia Medica, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
| | - Xutong Li
- Drug Discovery and Design Center, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China.
- University of Chinese Academy of Sciences, Beijing, China.
| | - Xiaomin Luo
- Drug Discovery and Design Center, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China.
- University of Chinese Academy of Sciences, Beijing, China.
| | - Mingyue Zheng
- Drug Discovery and Design Center, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China.
- University of Chinese Academy of Sciences, Beijing, China.
- State Key Laboratory of Pharmaceutical Biotechnology, Nanjing University, Nanjing, Jiangsu, China.
| |
Collapse
|
11
|
Gurung R, Om D, Pun R, Hyun S, Shin D. Recent Progress in Modulation of WD40-Repeat Domain 5 Protein (WDR5): Inhibitors and Degraders. Cancers (Basel) 2023; 15:3910. [PMID: 37568727 PMCID: PMC10417795 DOI: 10.3390/cancers15153910] [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: 07/01/2023] [Revised: 07/29/2023] [Accepted: 07/29/2023] [Indexed: 08/13/2023] Open
Abstract
WD40-repeat (WDR) domain proteins play a crucial role in mediating protein-protein interactions that sustain oncogenesis in human cancers. One prominent example is the interaction between the transcription factor MYC and its chromatin co-factor, WD40-repeat domain protein 5 (WDR5), which is essential for oncogenic processes. The MYC family of proteins is frequently overexpressed in various cancers and has been validated as a promising target for anticancer therapies. The recruitment of MYC to chromatin is facilitated by WDR5, highlighting the significance of their interaction. Consequently, inhibiting the MYC-WDR5 interaction has been shown to induce the regression of malignant tumors, offering an alternative approach to targeting MYC in the development of anticancer drugs. WDR5 has two protein interaction sites, the "WDR5-binding motif" (WBM) site for MYC interaction and the histone methyltransferases SET1 recognition motif "WDR5-interacting" (WIN) site forming MLL complex. Significant efforts have been dedicated to the discovery of inhibitors that target the WDR5 protein. More recently, the successful application of targeted protein degradation technology has enabled the removal of WDR5. This breakthrough has opened up new avenues for inhibiting the interaction between WDR5 and the binding partners. In this review, we address the recent progress made in targeting WDR5 to inhibit MDR5-MYC and MDR5-MLL1 interactions, including its targeted protein degradation and their potential impact on anticancer drug discovery.
Collapse
Affiliation(s)
- Raju Gurung
- College of Pharmacy, Gachon University, 191 Hambakmoe-ro, Yeonsu-gu, Incheon 21936, Republic of Korea; (R.G.); (D.O.); (R.P.)
| | - Darlami Om
- College of Pharmacy, Gachon University, 191 Hambakmoe-ro, Yeonsu-gu, Incheon 21936, Republic of Korea; (R.G.); (D.O.); (R.P.)
| | - Rabin Pun
- College of Pharmacy, Gachon University, 191 Hambakmoe-ro, Yeonsu-gu, Incheon 21936, Republic of Korea; (R.G.); (D.O.); (R.P.)
| | - Soonsil Hyun
- College of Pharmacy, Chungbuk National University, 194-31 Osongsaengmyeong 1-ro, Heungdeok-gu, Cheongju-si 28160, Republic of Korea
| | - Dongyun Shin
- College of Pharmacy, Gachon University, 191 Hambakmoe-ro, Yeonsu-gu, Incheon 21936, Republic of Korea; (R.G.); (D.O.); (R.P.)
- Gachon Institute of Pharmaceutical Science, Gachon University, 191 Hambakmoe-ro, Yeonsu-gu, Incheon 21936, Republic of Korea
| |
Collapse
|
12
|
Chambers RK, Weaver JD, Kim J, Hoar JL, Krska SW, White MC. A preparative small-molecule mimic of liver CYP450 enzymes in the aliphatic C-H oxidation of carbocyclic N-heterocycles. Proc Natl Acad Sci U S A 2023; 120:e2300315120. [PMID: 37428920 PMCID: PMC10629554 DOI: 10.1073/pnas.2300315120] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Accepted: 05/15/2023] [Indexed: 07/12/2023] Open
Abstract
An emerging trend in small-molecule pharmaceuticals, generally composed of nitrogen heterocycles (N-heterocycles), is the incorporation of aliphatic fragments. Derivatization of the aliphatic fragments to improve drug properties or identify metabolites often requires lengthy de novo syntheses. Cytochrome P450 (CYP450) enzymes are capable of direct site- and chemo-selective oxidation of a broad range of substrates but are not preparative. A chemoinformatic analysis underscored limited structural diversity of N-heterocyclic substrates oxidized using chemical methods relative to pharmaceutical chemical space. Here, we describe a preparative chemical method for direct aliphatic oxidation that tolerates a wide range of nitrogen functionality (chemoselective) and matches the site of oxidation (site-selective) of liver CYP450 enzymes. Commercial small-molecule catalyst Mn(CF3-PDP) selectively effects direct methylene oxidation in compounds bearing 25 distinct heterocycles including 14 out of 27 of the most frequent N-heterocycles found in U.S. Food and Drug Administration (FDA)-approved drugs. Mn(CF3-PDP) oxidations of carbocyclic bioisostere drug candidates (for example, HCV NS5B and COX-2 inhibitors including valdecoxib and celecoxib derivatives) and precursors of antipsychotic drugs blonanserin, buspirone, and tiospirone and the fungicide penconazole are demonstrated to match the major site of aliphatic metabolism obtained with liver microsomes. Oxidations are demonstrated at low Mn(CF3-PDP) loadings (2.5 to 5 mol%) on gram scales of substrate to furnish preparative amounts of oxidized products. A chemoinformatic analysis supports that Mn(CF3-PDP) significantly expands the pharmaceutical chemical space accessible to small-molecule C-H oxidation catalysis.
Collapse
Affiliation(s)
- Rachel K. Chambers
- Department of Chemistry, Roger Adams Laboratory, University of Illinois, Urbana, IL61801
| | - Jacob D. Weaver
- Department of Chemistry, Roger Adams Laboratory, University of Illinois, Urbana, IL61801
| | - Jinho Kim
- Department of Chemistry, Roger Adams Laboratory, University of Illinois, Urbana, IL61801
| | - Jason L. Hoar
- Department of Discovery Chemistry, Merck & Co., Inc., Rahway, NJ07065
| | - Shane W. Krska
- Department of Discovery Chemistry, Merck & Co., Inc., Rahway, NJ07065
| | - M. Christina White
- Department of Chemistry, Roger Adams Laboratory, University of Illinois, Urbana, IL61801
| |
Collapse
|
13
|
Mocciaro E, Giambruno R, Micheloni S, Cernilogar FM, Andolfo A, Consonni C, Pannese M, Ferri G, Runfola V, Schotta G, Gabellini D. WDR5 is required for DUX4 expression and its pathological effects in FSHD muscular dystrophy. Nucleic Acids Res 2023; 51:5144-5161. [PMID: 37021550 PMCID: PMC10250208 DOI: 10.1093/nar/gkad230] [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: 08/19/2022] [Revised: 03/14/2023] [Accepted: 03/17/2023] [Indexed: 04/07/2023] Open
Abstract
Facioscapulohumeral muscular dystrophy (FSHD) is one of the most prevalent neuromuscular disorders. The disease is linked to copy number reduction and/or epigenetic alterations of the D4Z4 macrosatellite on chromosome 4q35 and associated with aberrant gain of expression of the transcription factor DUX4, which triggers a pro-apoptotic transcriptional program leading to muscle wasting. As today, no cure or therapeutic option is available to FSHD patients. Given its centrality in FSHD, blocking DUX4 expression with small molecule drugs is an attractive option. We previously showed that the long non protein-coding RNA DBE-T is required for aberrant DUX4 expression in FSHD. Using affinity purification followed by proteomics, here we identified the chromatin remodeling protein WDR5 as a novel DBE-T interactor and a key player required for the biological activity of the lncRNA. We found that WDR5 is required for the expression of DUX4 and its targets in primary FSHD muscle cells. Moreover, targeting WDR5 rescues both cell viability and myogenic differentiation of FSHD patient cells. Notably, comparable results were obtained by pharmacological inhibition of WDR5. Importantly, WDR5 targeting was safe to healthy donor muscle cells. Our results support a pivotal role of WDR5 in the activation of DUX4 expression identifying a druggable target for an innovative therapeutic approach for FSHD.
Collapse
Affiliation(s)
- Emanuele Mocciaro
- Gene Expression and Muscular Dystrophy Unit, Division of Genetics and Cell Biology, IRCCS San Raffaele Scientific Institute, Milano, Italy
| | - Roberto Giambruno
- Gene Expression and Muscular Dystrophy Unit, Division of Genetics and Cell Biology, IRCCS San Raffaele Scientific Institute, Milano, Italy
| | - Stefano Micheloni
- Gene Expression and Muscular Dystrophy Unit, Division of Genetics and Cell Biology, IRCCS San Raffaele Scientific Institute, Milano, Italy
| | - Filippo M Cernilogar
- Division of Molecular Biology, Biomedical Center (BMC), Faculty of Medicine, Ludwig-Maximilians-University (LMU), Munich, Germany
| | - Annapaola Andolfo
- ProMeFa, Proteomics and Metabolomics Facility, IRCCS San Raffaele Scientific Institute, Milano, Italy
| | - Cristina Consonni
- Gene Expression and Muscular Dystrophy Unit, Division of Genetics and Cell Biology, IRCCS San Raffaele Scientific Institute, Milano, Italy
| | - Maria Pannese
- Gene Expression and Muscular Dystrophy Unit, Division of Genetics and Cell Biology, IRCCS San Raffaele Scientific Institute, Milano, Italy
| | - Giulia Ferri
- Gene Expression and Muscular Dystrophy Unit, Division of Genetics and Cell Biology, IRCCS San Raffaele Scientific Institute, Milano, Italy
| | - Valeria Runfola
- Gene Expression and Muscular Dystrophy Unit, Division of Genetics and Cell Biology, IRCCS San Raffaele Scientific Institute, Milano, Italy
| | - Gunnar Schotta
- Division of Molecular Biology, Biomedical Center (BMC), Faculty of Medicine, Ludwig-Maximilians-University (LMU), Munich, Germany
| | - Davide Gabellini
- Gene Expression and Muscular Dystrophy Unit, Division of Genetics and Cell Biology, IRCCS San Raffaele Scientific Institute, Milano, Italy
| |
Collapse
|
14
|
Mitchell K, Sprowls SA, Arora S, Shakya S, Silver DJ, Goins CM, Wallace L, Roversi G, Schafer RE, Kay K, Miller TE, Lauko A, Bassett J, Kashyap A, D'Amato Kass J, Mulkearns-Hubert EE, Johnson S, Alvarado J, Rich JN, Holland EC, Paddison PJ, Patel AP, Stauffer SR, Hubert CG, Lathia JD. WDR5 represents a therapeutically exploitable target for cancer stem cells in glioblastoma. Genes Dev 2023; 37:86-102. [PMID: 36732025 PMCID: PMC10069451 DOI: 10.1101/gad.349803.122] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Accepted: 01/03/2023] [Indexed: 02/04/2023]
Abstract
Glioblastomas (GBMs) are heterogeneous, treatment-resistant tumors driven by populations of cancer stem cells (CSCs). However, few molecular mechanisms critical for CSC population maintenance have been exploited for therapeutic development. We developed a spatially resolved loss-of-function screen in GBM patient-derived organoids to identify essential epigenetic regulators in the SOX2-enriched, therapy-resistant niche and identified WDR5 as indispensable for this population. WDR5 is a component of the WRAD complex, which promotes SET1 family-mediated Lys4 methylation of histone H3 (H3K4me), associated with positive regulation of transcription. In GBM CSCs, WDR5 inhibitors blocked WRAD complex assembly and reduced H3K4 trimethylation and expression of genes involved in CSC-relevant oncogenic pathways. H3K4me3 peaks lost with WDR5 inhibitor treatment occurred disproportionally on POU transcription factor motifs, including the POU5F1(OCT4)::SOX2 motif. Use of a SOX2/OCT4 reporter demonstrated that WDR5 inhibitor treatment diminished cells with high reporter activity. Furthermore, WDR5 inhibitor treatment and WDR5 knockdown altered the stem cell state, disrupting CSC in vitro growth and self-renewal, as well as in vivo tumor growth. These findings highlight the role of WDR5 and the WRAD complex in maintaining the CSC state and provide a rationale for therapeutic development of WDR5 inhibitors for GBM and other advanced cancers.
Collapse
Affiliation(s)
- Kelly Mitchell
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio 44106, USA
- Case Comprehensive Cancer Center, Cleveland, Ohio 44106, USA
| | - Samuel A Sprowls
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio 44106, USA
- Case Comprehensive Cancer Center, Cleveland, Ohio 44106, USA
| | - Sonali Arora
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington 98109, USA
| | - Sajina Shakya
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio 44106, USA
| | - Daniel J Silver
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio 44106, USA
- Case Comprehensive Cancer Center, Cleveland, Ohio 44106, USA
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, Ohio 44106, USA
| | - Christopher M Goins
- Center for Therapeutics Discovery, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio 44106, USA;
| | - Lisa Wallace
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio 44106, USA
| | - Gustavo Roversi
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio 44106, USA
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, Ohio 44106, USA
| | - Rachel E Schafer
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio 44106, USA
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, Ohio 44106, USA
| | - Kristen Kay
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio 44106, USA
| | - Tyler E Miller
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts 02114, USA
- Department of Cancer Biology, Dana Farber Cancer Institute, Boston, Massachusetts 02115, USA
| | - Adam Lauko
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio 44106, USA
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, Ohio 44106, USA
- Department of Pathology, Case Western Reserve University, Cleveland, Ohio 44106, USA
- Medical Scientist Training Program, Case Western Reserve University School of Medicine, Cleveland, Ohio 44106, USA
| | - John Bassett
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington 98109, USA
| | - Anjali Kashyap
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio 44106, USA
| | - Jonathan D'Amato Kass
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio 44106, USA
| | - Erin E Mulkearns-Hubert
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio 44106, USA
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, Ohio 44106, USA
| | - Sadie Johnson
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio 44106, USA
| | - Joseph Alvarado
- Center for Therapeutics Discovery, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio 44106, USA
| | - Jeremy N Rich
- University of Pittsburgh Medical Center Hillman Cancer Center, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania 15213, USA
| | - Eric C Holland
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington 98109, USA
| | - Patrick J Paddison
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington 98109, USA
| | - Anoop P Patel
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington 98109, USA
- Department of Neurological Surgery, University of Washington, Seattle, Washington 98195, USA
| | - Shaun R Stauffer
- Center for Therapeutics Discovery, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio 44106, USA
| | - Christopher G Hubert
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio 44106, USA
- Case Comprehensive Cancer Center, Cleveland, Ohio 44106, USA
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, Ohio 44106, USA
| | - Justin D Lathia
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio 44106, USA;
- Case Comprehensive Cancer Center, Cleveland, Ohio 44106, USA
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, Ohio 44106, USA
- Rose Ella Burkhardt Brain Tumor and Neuro-Oncology Center, Cleveland Clinic, Cleveland, Ohio 44106, USA
| |
Collapse
|
15
|
Liu L, Guo X, Wang Y, Li G, Yu Y, Song Y, Zeng C, Ding Z, Qiu Y, Yan F, Zhang YX, Zhao C, Zhang Y, Dou Y, Atadja P, Li E, Wang H. Loss of Wdr5 attenuates MLL-rearranged leukemogenesis by suppressing Myc targets. Biochim Biophys Acta Mol Basis Dis 2023; 1869:166600. [PMID: 36402263 DOI: 10.1016/j.bbadis.2022.166600] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Revised: 10/27/2022] [Accepted: 11/08/2022] [Indexed: 11/18/2022]
Abstract
WD repeat domain 5 (WDR5) is a prominent target for pharmacological inhibition in cancer through its scaffolding role with various oncogenic partners such as MLL and MYC. WDR5-related drug discovery efforts center on blocking these binding interfaces or degradation have been devoted to developing small-molecule inhibitors or degraders of WDR5 for cancer treatment. Nevertheless, the precise role of WDR5 in these cancer cells has not been well elucidated genetically. Here, by using an MLL-AF9 murine leukemia model, we found that genetically deletion of Wdr5 impairs cell growth and colony forming ability of MLL-AF9 leukemia cells in vitro or ex vivo and attenuates the leukemogenesis in vivo as well, which acts through direct regulation of ribosomal genes. Pharmacological inhibition of Wdr5 recapitulates genetic study results in the same model. In conclusion, our current study demonstrated the first genetic evidence for the indispensable role of Wdr5 in MLL-r leukemogenesis in vivo, which supports therapeutically targeting WDR5 in MLL-rearranged leukemia by strengthening its disease linkage genetically and deepening insights into its mechanism of action.
Collapse
Affiliation(s)
- Lulu Liu
- Novartis Institutes for BioMedical Research, 181 Massachusetts Ave., Cambridge, MA 02139, USA; Novartis Institutes for BioMedical Research, 4218 Jinke Road, Shanghai 201203, China
| | - Xin Guo
- Novartis Institutes for BioMedical Research, 4218 Jinke Road, Shanghai 201203, China
| | - Yao Wang
- Novartis Institutes for BioMedical Research, 4218 Jinke Road, Shanghai 201203, China
| | - Guo Li
- Novartis Institutes for BioMedical Research, 4218 Jinke Road, Shanghai 201203, China
| | - Yanyan Yu
- Novartis Institutes for BioMedical Research, 4218 Jinke Road, Shanghai 201203, China
| | - Yang Song
- Novartis Institutes for BioMedical Research, 4218 Jinke Road, Shanghai 201203, China
| | - Chenhui Zeng
- Novartis Institutes for BioMedical Research, 4218 Jinke Road, Shanghai 201203, China
| | - Zhilou Ding
- Novartis Institutes for BioMedical Research, 4218 Jinke Road, Shanghai 201203, China
| | - Yuanjun Qiu
- Novartis Institutes for BioMedical Research, 4218 Jinke Road, Shanghai 201203, China
| | - Feifei Yan
- Novartis Institutes for BioMedical Research, 181 Massachusetts Ave., Cambridge, MA 02139, USA; Novartis Institutes for BioMedical Research, 4218 Jinke Road, Shanghai 201203, China
| | - Yi-Xiang Zhang
- Novartis Institutes for BioMedical Research, 4218 Jinke Road, Shanghai 201203, China
| | - Caiqi Zhao
- Institut Pasteur of Shanghai, 320 Yueyang Road, Shanghai 200031, China
| | - Yan Zhang
- Department of Hematology, Shanghai General Hospital affiliated to Shanghai Jiao Tong University, No. 650 Songjiang Road, Shanghai 201620, China
| | - Yali Dou
- Department of Medicine, Norris Comprehensive Cancer Center, University of Southern California, 1441 Eastlake Ave., Los Angeles, CA 90007, USA
| | - Peter Atadja
- Novartis Institutes for BioMedical Research, 4218 Jinke Road, Shanghai 201203, China
| | - En Li
- Novartis Institutes for BioMedical Research, 4218 Jinke Road, Shanghai 201203, China
| | - He Wang
- Novartis Institutes for BioMedical Research, 181 Massachusetts Ave., Cambridge, MA 02139, USA; Novartis Institutes for BioMedical Research, 4218 Jinke Road, Shanghai 201203, China.
| |
Collapse
|