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He Y, Wang X, Chen S, Luo H, Huo B, Guo X, Li R, Chen Y, Yi X, Wei X, Jiang DS. SP2509 functions as a novel ferroptosis inhibitor by reducing intracellular iron level in vascular smooth muscle cells. Free Radic Biol Med 2024; 219:49-63. [PMID: 38608823 DOI: 10.1016/j.freeradbiomed.2024.04.220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Revised: 03/25/2024] [Accepted: 04/09/2024] [Indexed: 04/14/2024]
Abstract
Previous studies have shown that ferroptosis of vascular smooth muscle cells (VSMCs) is involved in the development of aortic dissection (AD) and that histone methylation regulates this process. SP2509 acts as a specific inhibitor of lysine-specific demethylase 1 (LSD1), which governs a variety of biological processes. However, the effect of SP2509 on VSMC ferroptosis and AD remains to be elucidated. This aim of this study was to investigate the role and underlying mechanism of SP2509-mediated histone methylation on VSMC ferroptosis. Here, a mouse model of AD was established, and significantly reduced levels of H3K4me1 and H3K4me2 (target of SP2509) were found in the aortas of AD mice. In VSMCs, SP2509 treatment led to a dose-dependent increase in H3K4me2 levels. Furthermore, we found that SP2509 provided equivalent protection to ferrostatin-1 against VSMC ferroptosis, as evidenced by increased cell viability, decreased cell death and lipid peroxidation. RNA-sequencing analysis and subsequent experiments revealed that SP2509 counteracted cystine deficiency-induced response to inflammation and oxidative stress. More importantly, we demonstrated that SP2509 inhibited the expression of TFR and ferritin to reduce intracellular iron levels, thereby effectively blocking the process of ferroptosis. Therefore, our findings indicate that SP2509 protects VSMCs from multiple stimulus-induced ferroptosis by reducing intracellular iron levels, thereby preventing lipid peroxidation and cell death. These findings suggest that SP2509 may be a promising drug to alleviate AD by reducing iron deposition and VSMC ferroptosis.
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MESH Headings
- Ferroptosis/drug effects
- Animals
- Muscle, Smooth, Vascular/metabolism
- Muscle, Smooth, Vascular/drug effects
- Muscle, Smooth, Vascular/pathology
- Mice
- Iron/metabolism
- Myocytes, Smooth Muscle/metabolism
- Myocytes, Smooth Muscle/drug effects
- Myocytes, Smooth Muscle/pathology
- Oxidative Stress/drug effects
- Humans
- Disease Models, Animal
- Lipid Peroxidation/drug effects
- Phenylenediamines/pharmacology
- Male
- Cell Survival/drug effects
- Histones/metabolism
- Histones/genetics
- Histone Demethylases/metabolism
- Histone Demethylases/genetics
- Mice, Inbred C57BL
- Cyclohexylamines
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Affiliation(s)
- Yi He
- Division of Cardiovascular Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Xingbo Wang
- Division of Cardiovascular Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Siqi Chen
- Division of Cardiovascular Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Hanshen Luo
- Division of Cardiovascular Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Bo Huo
- Division of Cardiovascular Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Xian Guo
- Division of Cardiovascular Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Rui Li
- Division of Cardiovascular Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Yue Chen
- Division of Cardiovascular Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Xin Yi
- Department of Cardiology, Renmin Hospital of Wuhan University, Wuhan, China
| | - Xiang Wei
- Division of Cardiovascular Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China; Key Laboratory of Organ Transplantation, Ministry of Education, NHC Key Laboratory of Organ Transplantation, Chinese Academy of Medical Sciences, Wuhan, Hubei, China.
| | - Ding-Sheng Jiang
- Division of Cardiovascular Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China; Key Laboratory of Organ Transplantation, Ministry of Education, NHC Key Laboratory of Organ Transplantation, Chinese Academy of Medical Sciences, Wuhan, Hubei, China.
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Yang K, Liu H. Uncovering New Conformational States of the Substrate Binding Pocket of LSD1 Potential for Inhibitor Design via Funnel Metadynamics. J Phys Chem B 2024; 128:137-149. [PMID: 38151469 DOI: 10.1021/acs.jpcb.3c06900] [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: 12/29/2023]
Abstract
Lysine-specific demethylase 1 (LSD1) is a promising therapeutic target for cancer therapy. So far, over 80 crystal structures of LSD1 in different complex states have been deposited in the Protein Data Bank, which are valuable resources for performing structure-based drug design. However, among all of the crystal structures of LSD1, the substrate binding pocket, which is the most efficient druggable site for designing LSD1 inhibitors at present, is very similar no matter whether LSD1 is in the apo or any holo forms, which is inconsistent with its versatile demethylase functions. To investigate whether the substrate binding pocket is rigid or exhibits other representative conformations different from the crystal conformations that are feasible for designing new LSD1 inhibitors, we performed funnel metadynamics simulations to study the conformation dynamics of LSD1 in the binding process of two effective LSD1 inhibitors (CC-90011 and 6X0, CC-90011 undergoing clinical trials). Our results showed that the entrance of the substrate binding pocket is very flexible. Two representative entrance conformations of LSD1 counting against binding with the substrate of histone H3 were detected, which may be used for structure-based LSD1 inhibitor design. Besides, alternative optimal binding modes and prebinding modes for both inhibitors were also detected, which depicted that the key interactions changed along with the binding process. Our results should provide great help for LSD1 inhibitor design.
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Affiliation(s)
- Kecheng Yang
- National Supercomputing Center in Zhengzhou, Zhengzhou University, Zhengzhou, Henan 450001, China
| | - Hongmin Liu
- Key Lab of Advanced Drug Preparation Technologies, Ministry of Education of China, State Key Laboratory of Esophageal Cancer Prevention & Treatment, Key Laboratory of Henan Province for Drug Quality and Evaluation, Institute of Drug Discovery and Development, School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, Henan 450001, China
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Sang N, Zhong X, Gou K, Liu H, Xu J, Zhou Y, Zhou X, Liu Y, Chen Z, Zhou Y, Li Y, Tao L, Su N, Zhou L, Qiu J, Yang X, Zuo Z, Fu L, Zhang J, Li D, Li C, Sun Q, Lei J, Li R, Yang S, Cen X, Zhao Y. Pharmacological inhibition of LSD1 suppresses growth of hepatocellular carcinoma by inducing GADD45B. MedComm (Beijing) 2023; 4:e269. [PMID: 37250145 PMCID: PMC10209615 DOI: 10.1002/mco2.269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Revised: 03/29/2023] [Accepted: 04/05/2023] [Indexed: 05/31/2023] Open
Abstract
Lysine-specific histone demethylase 1 (LSD1) is an attractive target for malignancies therapy. Nevertheless, its role in hepatocellular carcinoma (HCC) progression and the potential of its inhibitor in HCC therapy remains unclear. Here, we show that LSD1 overexpression in human HCC tissues is associated with HCC progression and poor patient survival. ZY0511, a highly selective and potent inhibitor of LSD1, suppressed human HCC cell proliferation in vitro and tumor growth in cell-derived and patient-derived HCC xenograft models in vivo. Mechanistically, ZY0511 induced mRNA expression of growth arrest and DNA damage-inducible gene 45beta (GADD45B) by inducing histone H3 at lysine 4 (H3K4) methylation at the promoter of GADD45B, a novel target gene of LSD1. In human HCC tissues, LSD1 level was correlated with a decreased level of GADD45B, which was associated with HCC progression and predicted poor patient survival. Moreover, co-administration of ZY0511 and DTP3, which specifically enhanced the pro-apoptotic effect of GADD45B, effectively inhibited HCC cell proliferation both in vitro and in vivo. Collectively, our study revealed the potential value of LSD1 as a promising target of HCC therapy. ZY0511 is a promising candidate for HCC therapy through upregulating GADD45B, thereby providing a novel combinatorial strategy for treating HCC.
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Affiliation(s)
- Na Sang
- Department of BiotherapyCancer Center and State Key Laboratory of BiotherapyWest China Hospital, West China Medical School, Sichuan UniversityChengduChina
- Department of Radiation OncologyRadiation Oncology Key Laboratory of Sichuan ProvinceSichuan Clinical Research Center for CancerSichuan Cancer Hospital & Institute, Sichuan Cancer Center, Affiliated Cancer Hospital of University of Electronic Science and Technology of ChinaChengduChina
| | - Xi Zhong
- Department of PharmacologyKey Laboratory of Drug Targeting and Drug Delivery System of the Education MinistrySichuan Engineering Laboratory for Plant‐Sourced Drug and Sichuan Research Center for Drug Precision Industrial TechnologyWest China School of PharmacySichuan UniversityChengduChina
| | - Kun Gou
- Department of BiotherapyCancer Center and State Key Laboratory of BiotherapyWest China Hospital, West China Medical School, Sichuan UniversityChengduChina
| | - Huan Liu
- Department of PharmacologyKey Laboratory of Drug Targeting and Drug Delivery System of the Education MinistrySichuan Engineering Laboratory for Plant‐Sourced Drug and Sichuan Research Center for Drug Precision Industrial TechnologyWest China School of PharmacySichuan UniversityChengduChina
- National Chengdu Center for Safety Evaluation of DrugsState Key Laboratory of BiotherapyWest China HospitalSichuan UniversityChengduChina
| | - Jing Xu
- Department of BiotherapyCancer Center and State Key Laboratory of BiotherapyWest China Hospital, West China Medical School, Sichuan UniversityChengduChina
| | - Yang Zhou
- Department of BiotherapyCancer Center and State Key Laboratory of BiotherapyWest China Hospital, West China Medical School, Sichuan UniversityChengduChina
| | - Xia Zhou
- Department of BiotherapyCancer Center and State Key Laboratory of BiotherapyWest China Hospital, West China Medical School, Sichuan UniversityChengduChina
| | - Yuanzhi Liu
- Department of BiotherapyCancer Center and State Key Laboratory of BiotherapyWest China Hospital, West China Medical School, Sichuan UniversityChengduChina
| | - Zhiqian Chen
- Department of PharmacologyKey Laboratory of Drug Targeting and Drug Delivery System of the Education MinistrySichuan Engineering Laboratory for Plant‐Sourced Drug and Sichuan Research Center for Drug Precision Industrial TechnologyWest China School of PharmacySichuan UniversityChengduChina
| | - Yue Zhou
- Department of BiotherapyCancer Center and State Key Laboratory of BiotherapyWest China Hospital, West China Medical School, Sichuan UniversityChengduChina
| | - Yan Li
- Department of BiotherapyCancer Center and State Key Laboratory of BiotherapyWest China Hospital, West China Medical School, Sichuan UniversityChengduChina
| | - Lei Tao
- Department of BiotherapyCancer Center and State Key Laboratory of BiotherapyWest China Hospital, West China Medical School, Sichuan UniversityChengduChina
| | - Na Su
- Department of PharmacyWest China Hospital, West China Medical School, Sichuan UniversityChengduChina
| | - Lingyun Zhou
- Center of Infectious DiseasesWest China HospitalSichuan UniversityChengduChina
| | - Jiahao Qiu
- Department of BiotherapyCancer Center and State Key Laboratory of BiotherapyWest China Hospital, West China Medical School, Sichuan UniversityChengduChina
| | - Xinyu Yang
- Department of PharmacologyKey Laboratory of Drug Targeting and Drug Delivery System of the Education MinistrySichuan Engineering Laboratory for Plant‐Sourced Drug and Sichuan Research Center for Drug Precision Industrial TechnologyWest China School of PharmacySichuan UniversityChengduChina
| | - Zeping Zuo
- Department of BiotherapyCancer Center and State Key Laboratory of BiotherapyWest China Hospital, West China Medical School, Sichuan UniversityChengduChina
| | - Li Fu
- Core Facility CenterWest China HospitalSichuan UniversityChengduChina
| | - Jingyao Zhang
- Core Facility CenterWest China HospitalSichuan UniversityChengduChina
| | - Dan Li
- Core Facility CenterWest China HospitalSichuan UniversityChengduChina
| | - Cong Li
- Core Facility CenterWest China HospitalSichuan UniversityChengduChina
| | - Qingxiang Sun
- Department of BiotherapyCancer Center and State Key Laboratory of BiotherapyWest China Hospital, West China Medical School, Sichuan UniversityChengduChina
| | - Jian Lei
- Department of BiotherapyCancer Center and State Key Laboratory of BiotherapyWest China Hospital, West China Medical School, Sichuan UniversityChengduChina
| | - Rui Li
- Department of BiotherapyCancer Center and State Key Laboratory of BiotherapyWest China Hospital, West China Medical School, Sichuan UniversityChengduChina
| | - Shengyong Yang
- Department of BiotherapyCancer Center and State Key Laboratory of BiotherapyWest China Hospital, West China Medical School, Sichuan UniversityChengduChina
| | - Xiaobo Cen
- National Chengdu Center for Safety Evaluation of DrugsState Key Laboratory of BiotherapyWest China HospitalSichuan UniversityChengduChina
| | - Yinglan Zhao
- Department of BiotherapyCancer Center and State Key Laboratory of BiotherapyWest China Hospital, West China Medical School, Sichuan UniversityChengduChina
- Department of PharmacologyKey Laboratory of Drug Targeting and Drug Delivery System of the Education MinistrySichuan Engineering Laboratory for Plant‐Sourced Drug and Sichuan Research Center for Drug Precision Industrial TechnologyWest China School of PharmacySichuan UniversityChengduChina
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Structure-based discovery of 1-(3-fluoro-5-(5-(3-(methylsulfonyl)phenyl)-1H-pyrazolo[3,4-b]pyridin-3-yl)phenyl)-3-(pyrimidin-5-yl)urea as a potent and selective nanomolar type-II PLK4 inhibitor. Eur J Med Chem 2022; 243:114714. [DOI: 10.1016/j.ejmech.2022.114714] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Revised: 08/16/2022] [Accepted: 08/22/2022] [Indexed: 02/08/2023]
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Zhang X, Sun Y, Huang H, Wang X, Wu T, Yin W, Li X, Wang L, Gu Y, Zhao D, Cheng M. Identification of novel indole derivatives as highly potent and efficacious LSD1 inhibitors. Eur J Med Chem 2022; 239:114523. [PMID: 35732082 DOI: 10.1016/j.ejmech.2022.114523] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2022] [Revised: 06/04/2022] [Accepted: 06/05/2022] [Indexed: 11/04/2022]
Abstract
Lysine-specific demethylase 1 (LSD1) is a FAD-dependent histone demethylase to catalyze the demethylation of H3K4 and H3K9 and thus is an attractive target for therapeutic cancer. Starting with a high micromolar compound 17i, structure-based optimization of novel indole derivatives is described by a bioelectronic isosteric strategy. Grounded by molecular modeling, medicinal chemistry has efficiently yielded low nanomolar LSD1 inhibitors. One of the compounds, B35, exhibited excellent LSD1 inhibition (IC50 = 0.050 ± 0.005 μM) and anti-proliferation against A549 cells (IC50 = 0.74 ± 0.14 μM). The further PK studies indicated compound B35 possessed favorable metabolic stability, in which the plasma t1/2 of p.o. and i.v. were 6.27 ± 0.72 h and 8.78 ± 1.31 h, respectively. Additionally, inhibitor B35 shows a strong antitumor effect and good safety in vivo. Meanwhile, compound B35 regulated genes are closely associated with transcriptional dislocation in cancer and PI3K/AKT pathway involving IGFBP3. Taken together, B35 could be a potent LSD1 inhibitor for further drug development.
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Affiliation(s)
- Xiangyu Zhang
- Key Laboratory of Structure-Based Drug Design & Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang, 110016, Liaoning, PR China; State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, Beijing, 100191, China
| | - Yixiang Sun
- Key Laboratory of Structure-Based Drug Design & Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang, 110016, Liaoning, PR China
| | - Hailan Huang
- Department of Physiology, Life Science and Biopharmaceutical Institution, Shenyang Pharmaceutical University, Shenyang, China
| | - Xinran Wang
- Key Laboratory of Structure-Based Drug Design & Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang, 110016, Liaoning, PR China; School of Chinese Materia Medica, Beijing University of Chinese Medicine, Chaoyang District, Beijing, 102488, China
| | - Tianxiao Wu
- Key Laboratory of Structure-Based Drug Design & Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang, 110016, Liaoning, PR China
| | - Wenbo Yin
- Key Laboratory of Structure-Based Drug Design & Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang, 110016, Liaoning, PR China
| | - Xiaojia Li
- Key Laboratory of Structure-Based Drug Design & Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang, 110016, Liaoning, PR China
| | - Lin Wang
- Key Laboratory of Structure-Based Drug Design & Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang, 110016, Liaoning, PR China
| | - Yanting Gu
- Department of Physiology, Life Science and Biopharmaceutical Institution, Shenyang Pharmaceutical University, Shenyang, China.
| | - Dongmei Zhao
- Key Laboratory of Structure-Based Drug Design & Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang, 110016, Liaoning, PR China.
| | - Maosheng Cheng
- Key Laboratory of Structure-Based Drug Design & Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang, 110016, Liaoning, PR China
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Veríssimo GC, Serafim MSM, Kronenberger T, Ferreira RS, Honorio KM, Maltarollo VG. Designing drugs when there is low data availability: one-shot learning and other approaches to face the issues of a long-term concern. Expert Opin Drug Discov 2022; 17:929-947. [PMID: 35983695 DOI: 10.1080/17460441.2022.2114451] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
INTRODUCTION Modern drug discovery generally is accessed by useful information from previous large databases or uncovering novel data. The lack of biological and/or chemical data tends to slow the development of scientific research and innovation. Here, approaches that may help provide solutions to generate or obtain enough relevant data or improve/accelerate existing methods within the last five years were reviewed. AREAS COVERED One-shot learning (OSL) approaches, structural modeling, molecular docking, scoring function space (SFS), molecular dynamics (MD), and quantum mechanics (QM) may be used to amplify the amount of available data to drug design and discovery campaigns, presenting methods, their perspectives, and discussions to be employed in the near future. EXPERT OPINION Recent works have successfully used these techniques to solve a range of issues in the face of data scarcity, including complex problems such as the challenging scenario of drug design aimed at intrinsically disordered proteins and the evaluation of potential adverse effects in a clinical scenario. These examples show that it is possible to improve and kickstart research from scarce available data to design and discover new potential drugs.
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Affiliation(s)
- Gabriel C Veríssimo
- Departamento de Produtos Farmacêuticos, Faculdade de Farmácia, Universidade Federal de Minas Gerais (UFMG), Belo Horizonte, Brazil
| | - Mateus Sá M Serafim
- Departamento de Microbiologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais (UFMG), Belo Horizonte, Brazil
| | - Thales Kronenberger
- Department of Medical Oncology and Pneumology, Internal Medicine VIII, University Hospital of Tübingen, Tübingen, Germany.,School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland
| | - Rafaela S Ferreira
- Departamento de Bioquímica e Imunologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais (UFMG), Belo Horizonte, Brazil
| | - Kathia M Honorio
- Escola de Artes, Ciências e Humanidades, Universidade de São Paulo (USP), São Paulo, Brazil.,Centro de Ciências Naturais e Humanas, Universidade Federal do ABC (UFABC), Santo André, Brazil
| | - Vinícius G Maltarollo
- Departamento de Produtos Farmacêuticos, Faculdade de Farmácia, Universidade Federal de Minas Gerais (UFMG), Belo Horizonte, Brazil
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Zhang X, Wang X, Wu T, Yin W, Yan J, Sun Y, Zhao D. Therapeutic potential of targeting LSD1/ KDM1A in cancers. Pharmacol Res 2021; 175:105958. [PMID: 34718134 DOI: 10.1016/j.phrs.2021.105958] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Revised: 10/21/2021] [Accepted: 05/06/2021] [Indexed: 12/13/2022]
Abstract
LSD1 was the first histone demethylase identified by Professor Shi Yang and his team members in 2004. LSD1 employs FAD as its cofactor, which catalyzes the demethylation of H3K4 and H3K9. It is aberrantly overexpressed in different types of cancers and is associated with the growth, invasion, and metastasis of cancer cells. The knockout or inhibition of LSD1 could effectively suppress tumor development, and thus, it has become an attractive molecular target for cancer therapy. Moreover, many LSD1 inhibitors have been developed in preclinical and clinical trials to treat solid tumors and hematological malignancy. This study made an extensive review of the research obtained from the literature retrieval of electronic databases, such as PubMed, Web of Science, RCSB PDB, ClinicalTrials.gov, and EU clinical trials register. This review summarizes recent studies on the advances of LSD1 inhibitors in the literature, covering January 2015 to June 2021. It focuses on the function of LSD1 in tumor cells, summarizes the crystal structures of homo sapiens LSD1, reviews the structural characteristics of LSD1 inhibitors, compares the screening methods of LSD1 inhibitors, and proposes guidelines for the future exploitation of LSD1 inhibitors.
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Affiliation(s)
- Xiangyu Zhang
- Key Laboratory of Structure-Based Drug Design & Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, Liaoning, P. R. China
| | - Xinran Wang
- School of Chinese Materia Medica, Beijing University of Chinese Medicine, Chaoyang District, Beijing 102488, China
| | - Tianxiao Wu
- Key Laboratory of Structure-Based Drug Design & Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, Liaoning, P. R. China
| | - Wenbo Yin
- Key Laboratory of Structure-Based Drug Design & Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, Liaoning, P. R. China
| | - Jiangkun Yan
- Key Laboratory of Structure-Based Drug Design & Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, Liaoning, P. R. China
| | - Yixiang Sun
- Key Laboratory of Structure-Based Drug Design & Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, Liaoning, P. R. China
| | - Dongmei Zhao
- Key Laboratory of Structure-Based Drug Design & Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, Liaoning, P. R. China.
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