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Tan Z, Guo N, Liu S, Li J, Chen Y, Cui J, Lei H, Jiang N, Wang L, Zhai X. Discovery of Novel Non-nucleoside DOT1L R231Q Inhibitors with Improved Pharmacokinetic Properties and Anti-lung Cancer Efficacy. J Med Chem 2024; 67:16248-16269. [PMID: 39255403 DOI: 10.1021/acs.jmedchem.4c01096] [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: 09/12/2024]
Abstract
Given the considerable potential of DOT1LR231Q inhibitors in lung cancer therapy and the problematic pharmacokinetics of nucleoside inhibitors, our group launched a development program of non-nucleoside DOT1LR231Q inhibitors to improve the pharmacokinetic properties. Herein, two series of non-nucleoside compounds bearing piperidine or 3-(aminomethyl)pyrrolidin-3-ol as "ribose mimics" were designed and evaluated through antiproliferation assay and western blot analysis. The optimal TB22 inhibited the proliferation of H460R231Q cells with an IC50 value of 2.85 μM, about 13-fold more potent than SGC0946. Notably, TB22 demonstrated significant in vivo efficacy (TGI = 60.57%) in H460R231Q cell-derived xenograft models and improved pharmacokinetic properties (t1/2 = 6.06 ± 2.94 h and CL = 55.18 ± 8.56 mL/kg/min). Moreover, a mechanism study validated that TB22 suppressed malignant phenotypes of lung cancer cells harboring R231Q mutation via the MAPK/ERK signaling pathway. This work provides a promising molecule for lung cancer therapy in favor of clinical patients.
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Affiliation(s)
- Zehui Tan
- Key Laboratory of Structure-Based Drug Design and Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Ning Guo
- Department of Pharmacology, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Shuyu Liu
- Key Laboratory of Structure-Based Drug Design and Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Jiandong Li
- Key Laboratory of Structure-Based Drug Design and Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Yu Chen
- Department of Pharmacology, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Jianming Cui
- Key Laboratory of Structure-Based Drug Design and Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Hongrui Lei
- Key Laboratory of Structure-Based Drug Design and Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Nan Jiang
- Key Laboratory of Structure-Based Drug Design and Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Lihui Wang
- Department of Pharmacology, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Xin Zhai
- Key Laboratory of Structure-Based Drug Design and Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, China
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2
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Sethy B, Yu ZY, Narwanti I, Upadhyay R, Lai MJ, Lee SB, Liou JP. Design, synthesis, and biological evaluation of adenosine derivatives targeting DOT1L and HAT as anti-leukemia agents. Bioorg Chem 2024; 153:107771. [PMID: 39299178 DOI: 10.1016/j.bioorg.2024.107771] [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: 02/24/2024] [Revised: 08/23/2024] [Accepted: 08/27/2024] [Indexed: 09/22/2024]
Abstract
Disruptor of telomeric silencing 1-like (DOT1L) is a key hub in histone lysine methyltransferase and an attractive therapeutic target for treating hematological malignancies including acute myeloid leukemia (AML). In this study, we report the design and synthesis of a new series of adenosine derivatives as DOT1L inhibitors by accommodating a basic linker piperidine-4-ylmethyl motif to respective aryl-urea/benzimidazole scaffolds. The anti-DOT1L enzyme activity analysis demonstrated that compounds 8, 12, and 13 strongly suppressed DOT1L activity with IC50 values ranging from 0.125 to 0.408 µM among all the synthetics, and the structure-activity relationships were summarized. Moreover, compound 12 possessed relatively potent DOT1L inhibitory activity by significantly reduced histone H3 di-methylation at lysine 79 (H3K79me2) level in cells. Subsequently, all the synthetics were screened against various leukemia cell lines, indicating the DOT1L active adenosine derivatives exhibited low to moderate while compound 15 showed strong cellular inhibition despite its unsuccessful DOT1L inhibition. Therefore, acknowledging the distinctive potency of compound 15 against five different leukemia cell lines, including MLL-r (MV4-11) and non-MLL-r cell lines (HL-60, HH, K562, and KG-1), with IC50 values in the 0.45 ∼ 1.66 μM range and its mode of action was explored. Furthermore, compound 15 hindered histone acetylation, induced remarkable DNA damage, and triggered apoptosis. Importantly, normal T lymphocytes only showed moderate response to compound 15. These findings provide a basis for future studies on its potential application against AML.
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Affiliation(s)
- Bidyadhar Sethy
- School of Pharmacy, College of Pharmacy, Taipei Medical University, Taipei, Taiwan
| | - Zih-Yao Yu
- Ph.D. Program in Drug Discovery and Development Industry, College of Pharmacy, Taipei Medical University, Taipei, Taiwan
| | - Iin Narwanti
- School of Pharmacy, College of Pharmacy, Taipei Medical University, Taipei, Taiwan; Faculty of Pharmacy, Universitas Ahmad Dahlan, Yogyakarta, Indonesia
| | - Richa Upadhyay
- International Ph.D. Program in Medicine, College of Medicine, Taipei Medical University, Taiwan
| | - Mei-Jung Lai
- TMU Research Center for Drug Discovery, Taipei Medical University, Taipei, Taiwan
| | - Sung-Bau Lee
- Ph.D. Program in Drug Discovery and Development Industry, College of Pharmacy, Taipei Medical University, Taipei, Taiwan.
| | - Jing-Ping Liou
- School of Pharmacy, College of Pharmacy, Taipei Medical University, Taipei, Taiwan; Ph.D. Program in Drug Discovery and Development Industry, College of Pharmacy, Taipei Medical University, Taipei, Taiwan; TMU Research Center for Drug Discovery, Taipei Medical University, Taipei, Taiwan.
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Tan Z, Guo N, Cao Z, Liu S, Zhang J, Ma D, Zhang J, Lv W, Jiang N, Zang L, Wang L, Zhai X. Discovery of first-in-class DOT1L inhibitors against the R231Q gain-of-function mutation in the catalytic domain with therapeutic potential of lung cancer. Acta Pharm Sin B 2024; 14:3605-3623. [PMID: 39220866 PMCID: PMC11365375 DOI: 10.1016/j.apsb.2024.03.018] [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: 01/19/2024] [Revised: 02/18/2024] [Accepted: 03/01/2024] [Indexed: 09/04/2024] Open
Abstract
Recent research certified that DOT1L and its mutations represented by R231Q were potential targets for the treatment of lung cancer. Herein, a series of adenosine-containing derivatives were identified with DOT1LR231Q inhibition through antiproliferation assay and Western blot analysis in the H460R231Q cell. The most promising compound 37 significantly reduced DOT1LR231Q mediated H3K79 methylation and effectively inhibited the proliferation, self-renewal, migration, and invasion of lung cancer cell lines at low micromolar concentrations. The cell permeability and cellular target engagement of 37 were verified by both CETSA and DARTS assays. In the H460R231Q OE cell-derived xenograft (CDX) model, 37 displayed pronounced tumor growth inhibition after intraperitoneal administration at 20 mg/kg dose for 3 weeks (TGI = 54.38%), without obvious toxicities. A pharmacokinetic study revealed that 37 possessed tolerable properties (t 1/2 = 1.93 ± 0.91 h, F = 97.2%) after intraperitoneal administration in rats. Mechanism study confirmed that 37 suppressed malignant phenotypes of lung cancer carrying R231Q gain-of-function mutation via the MAPK/ERK signaling pathway. Moreover, analysis of the binding modes between molecules and DOT1LWT/R231Q proteins put forward the "Induced-fit" allosteric model in favor to the discovery of potent DOT1L candidates.
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Affiliation(s)
- Zehui Tan
- Key Laboratory of Structure-Based Drug Design and Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Ning Guo
- Department of Pharmacology, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Zhi Cao
- Key Laboratory of Structure-Based Drug Design and Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Shuyu Liu
- Key Laboratory of Structure-Based Drug Design and Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Jiayu Zhang
- Department of Pharmacology, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Deyi Ma
- Key Laboratory of Structure-Based Drug Design and Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Jiahao Zhang
- Key Laboratory of Structure-Based Drug Design and Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Wencai Lv
- Department of Pharmacology, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Nan Jiang
- Key Laboratory of Structure-Based Drug Design and Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Linghe Zang
- Department of Pharmacology, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Lihui Wang
- Department of Pharmacology, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Xin Zhai
- Key Laboratory of Structure-Based Drug Design and Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, China
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Schnee P, Pleiss J, Jeltsch A. Approaching the catalytic mechanism of protein lysine methyltransferases by biochemical and simulation techniques. Crit Rev Biochem Mol Biol 2024; 59:20-68. [PMID: 38449437 DOI: 10.1080/10409238.2024.2318547] [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: 10/24/2023] [Accepted: 02/10/2024] [Indexed: 03/08/2024]
Abstract
Protein lysine methyltransferases (PKMTs) transfer up to three methyl groups to the side chains of lysine residues in proteins and fulfill important regulatory functions by controlling protein stability, localization and protein/protein interactions. The methylation reactions are highly regulated, and aberrant methylation of proteins is associated with several types of diseases including neurologic disorders, cardiovascular diseases, and various types of cancer. This review describes novel insights into the catalytic machinery of various PKMTs achieved by the combined application of biochemical experiments and simulation approaches during the last years, focusing on clinically relevant and well-studied enzymes of this group like DOT1L, SMYD1-3, SET7/9, G9a/GLP, SETD2, SUV420H2, NSD1/2, different MLLs and EZH2. Biochemical experiments have unraveled many mechanistic features of PKMTs concerning their substrate and product specificity, processivity and the effects of somatic mutations observed in PKMTs in cancer cells. Structural data additionally provided information about the substrate recognition, enzyme-substrate complex formation, and allowed for simulations of the substrate peptide interaction and mechanism of PKMTs with atomistic resolution by molecular dynamics and hybrid quantum mechanics/molecular mechanics methods. These simulation technologies uncovered important mechanistic details of the PKMT reaction mechanism including the processes responsible for the deprotonation of the target lysine residue, essential conformational changes of the PKMT upon substrate binding, but also rationalized regulatory principles like PKMT autoinhibition. Further developments are discussed that could bring us closer to a mechanistic understanding of catalysis of this important class of enzymes in the near future. The results described here illustrate the power of the investigation of enzyme mechanisms by the combined application of biochemical experiments and simulation technologies.
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Affiliation(s)
- Philipp Schnee
- Institute of Biochemistry and Technical Biochemistry, University of Stuttgart, Stuttgart, Germany
| | - Jürgen Pleiss
- Institute of Biochemistry and Technical Biochemistry, University of Stuttgart, Stuttgart, Germany
| | - Albert Jeltsch
- Institute of Biochemistry and Technical Biochemistry, University of Stuttgart, Stuttgart, Germany
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5
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Zhang R, Xie X, Ni D, Wang H, Li J, Xiao W. MT-EpiPred: Multitask Learning for Prediction of Small-Molecule Epigenetic Modulators. J Chem Inf Model 2024; 64:110-118. [PMID: 38109786 DOI: 10.1021/acs.jcim.3c01368] [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: 12/20/2023]
Abstract
Epigenetic modulators play an increasingly crucial role in the treatment of various diseases. In this case, it is imperative to systematically investigate the activity of these agents and understand their influence on the entire epigenetic regulatory network rather than solely concentrate on individual targets. This work introduces MT-EpiPred, a multitask learning method capable of predicting the activity of compounds against 78 epigenetic targets. MT-EpiPred demonstrated outstanding performance, boasting an average auROC of 0.915 and the ability to handle few-shot targets. In comparison to the existing method, MT-EpiPred not only expands the target pool but also achieves superior predictive performance with the same data set. MT-EpiPred was then applied to predict the epigenetic target of a newly synthesized compound (1), where the molecular target was unknown. The method identified KDM4D as a potential target, which was subsequently validated through an in vitro enzyme inhibition assay, revealing an IC50 of 4.8 μM. The MT-EpiPred method has been implemented in the web server MT-EpiPred (http://epipred.com), providing free accessibility. In summary, this work presents a convenient and accurate tool for discovering novel small-molecule epigenetic modulators, particularly in the development of selective inhibitors and evaluating the impact of these inhibitors over a broad epigenetic network.
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Affiliation(s)
- Ruihan Zhang
- Key Laboratory of Medicinal Chemistry for Natural Resource, Ministry of Education; Yunnan Key Laboratory of Research and Development for Natural Products; The Cloud Computing Engineering Research Center of Yunnan Province; Key Laboratory of Software Engineering of Yunnan Province; School of Software; School of Pharmacy, Yunnan University, Kunming 650500, P. R. China
| | - Xingran Xie
- Key Laboratory of Medicinal Chemistry for Natural Resource, Ministry of Education; Yunnan Key Laboratory of Research and Development for Natural Products; The Cloud Computing Engineering Research Center of Yunnan Province; Key Laboratory of Software Engineering of Yunnan Province; School of Software; School of Pharmacy, Yunnan University, Kunming 650500, P. R. China
| | - Dongxuan Ni
- Key Laboratory of Medicinal Chemistry for Natural Resource, Ministry of Education; Yunnan Key Laboratory of Research and Development for Natural Products; The Cloud Computing Engineering Research Center of Yunnan Province; Key Laboratory of Software Engineering of Yunnan Province; School of Software; School of Pharmacy, Yunnan University, Kunming 650500, P. R. China
| | - Hairong Wang
- Key Laboratory of Medicinal Chemistry for Natural Resource, Ministry of Education; Yunnan Key Laboratory of Research and Development for Natural Products; The Cloud Computing Engineering Research Center of Yunnan Province; Key Laboratory of Software Engineering of Yunnan Province; School of Software; School of Pharmacy, Yunnan University, Kunming 650500, P. R. China
| | - Jin Li
- Key Laboratory of Medicinal Chemistry for Natural Resource, Ministry of Education; Yunnan Key Laboratory of Research and Development for Natural Products; The Cloud Computing Engineering Research Center of Yunnan Province; Key Laboratory of Software Engineering of Yunnan Province; School of Software; School of Pharmacy, Yunnan University, Kunming 650500, P. R. China
| | - Weilie Xiao
- Key Laboratory of Medicinal Chemistry for Natural Resource, Ministry of Education; Yunnan Key Laboratory of Research and Development for Natural Products; The Cloud Computing Engineering Research Center of Yunnan Province; Key Laboratory of Software Engineering of Yunnan Province; School of Software; School of Pharmacy, Yunnan University, Kunming 650500, P. R. China
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Ojeda-Porras AC, Roy V, Bourzikat O, Favetta P, Agrofoglio LA. Cobalt-assisted route to rare carbocyclic C-ribonucleosides. RSC Adv 2023; 13:30777-30786. [PMID: 37869399 PMCID: PMC10587889 DOI: 10.1039/d3ra04937j] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Accepted: 10/02/2023] [Indexed: 10/24/2023] Open
Abstract
(Re)emerging RNA viruses have been major threats to public health in the past years, and from the few drugs available, nucleoside analogues are still at the cornerstone of the antiviral therapy. Among them, the synthesis of carbocyclic C-nucleosides is suffering from long syntheses and poor yields. Herein we report a concise stereoselective synthesis of rare carbocyclic C-nucleosides (11a-l) bearing non-canonical nucleobases through a cobalt-assisted-route as key step starting from the optically pure (-)-cyclopentenone 1. This approach paves the route for novel carbocyclic C-nucleoside discovery.
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Affiliation(s)
- A C Ojeda-Porras
- Université d'Orléans et CNRS, ICOA, UMR 7311 F-45067 Orléans France
| | - V Roy
- Université d'Orléans et CNRS, ICOA, UMR 7311 F-45067 Orléans France
| | - O Bourzikat
- Université d'Orléans et CNRS, ICOA, UMR 7311 F-45067 Orléans France
| | - P Favetta
- Université d'Orléans et CNRS, ICOA, UMR 7311 F-45067 Orléans France
| | - L A Agrofoglio
- Université d'Orléans et CNRS, ICOA, UMR 7311 F-45067 Orléans France
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Klein SO, Baniahmad AA, Jung M. Photoreductive β-aminoalkylation with amino acids affords functionalized γ-aminoketones for nucleoside mimics. Chem Commun (Camb) 2023; 59:1971-1974. [PMID: 36722995 DOI: 10.1039/d2cc06071j] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
We developed a facile photoreductive and stereoselective β-aminoalkylation of a crowded enone by blue LED light irradiation using a wide variety of α-amino acids in order to access 5'-amino substituted carbasugar nucleosides for SAM-based methyltransferase inhibitors. This photochemical method provides highly functionalized carbasugar mimics for nucleoside analogue synthesis.
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Affiliation(s)
- Sebastian O Klein
- Institute of Pharmaceutical Sciences, University of Freiburg, Albertstrasse 25, 79104 Freiburg, Germany. .,CIBSS - Centre for Integrative Biological Signalling Studies, University of Freiburg, Germany
| | - Adina A Baniahmad
- Institute of Pharmaceutical Sciences, University of Freiburg, Albertstrasse 25, 79104 Freiburg, Germany.
| | - Manfred Jung
- Institute of Pharmaceutical Sciences, University of Freiburg, Albertstrasse 25, 79104 Freiburg, Germany. .,CIBSS - Centre for Integrative Biological Signalling Studies, University of Freiburg, Germany
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