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Elhadi A, Zhao D, Ali N, Sun F, Zhong S. Multi-method computational evaluation of the inhibitors against leucine-rich repeat kinase 2 G2019S mutant for Parkinson's disease. Mol Divers 2024:10.1007/s11030-024-10808-w. [PMID: 38396210 DOI: 10.1007/s11030-024-10808-w] [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: 09/05/2023] [Accepted: 01/07/2024] [Indexed: 02/25/2024]
Abstract
Leucine-rich repeat kinase 2 G2019S mutant (LRRK2 G2019S) is a potential target for Parkinson's disease therapy. In this work, the computational evaluation of the LRRK2 G2019S inhibitors was conducted via a combined approach which contains a preliminary screening of a large database of compounds via similarity and pharmacophore, a secondary selection via structure-based affinity prediction and molecular docking, and a rescoring treatment for the final selection. MD simulations and MM/GBSA calculations were performed to check the agreement between different prediction methods for these inhibitors. 331 experimental ligands were collected, and 170 were used to build the structure-activity relationship. Eight representative ligand structural models were employed in similarity searching and pharmacophore screening over 14 million compounds. The process for selecting proper molecular descriptors provides a successful sample which can be used as a general strategy in QSAR modelling. The rescoring used in this work presents an alternative useful treatment for ranking and selection.
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Affiliation(s)
- Ahmed Elhadi
- School of Bioengineering, Dalian University of Technology, Dalian, 116024, Liaoning, People's Republic of China
| | - Dan Zhao
- School of Bioengineering, Dalian University of Technology, Dalian, 116024, Liaoning, People's Republic of China
| | - Noman Ali
- School of Bioengineering, Dalian University of Technology, Dalian, 116024, Liaoning, People's Republic of China
| | - Fusheng Sun
- School of Bioengineering, Dalian University of Technology, Dalian, 116024, Liaoning, People's Republic of China
| | - Shijun Zhong
- School of Bioengineering, Dalian University of Technology, Dalian, 116024, Liaoning, People's Republic of China.
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2
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Benítez‐Fernández R, Josa‐Prado F, Sánchez E, Lao Y, García‐Rubia A, Cumella J, Martínez A, Palomo V, de Castro F. Efficacy of a benzothiazole-based LRRK2 inhibitor in oligodendrocyte precursor cells and in a murine model of multiple sclerosis. CNS Neurosci Ther 2024; 30:e14552. [PMID: 38287523 PMCID: PMC10808848 DOI: 10.1111/cns.14552] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Revised: 10/30/2023] [Accepted: 11/09/2023] [Indexed: 01/31/2024] Open
Abstract
AIMS Multiple sclerosis (MS) is a chronic neurological disease that currently lacks effective curative treatments. There is a need to find effective therapies, especially to reverse the progressive demyelination and neuronal damage. Oligodendrocytes form the myelin sheath around axons in the central nervous system (CNS) and oligodendrocyte precursor cells (OPCs) undergo mechanisms that enable spontaneously the partial repair of damaged lesions. The aim of this study was to discover small molecules with potential effects in demyelinating diseases, including (re)myelinating properties. METHODS Recently, it has been shown how LRRK2 inhibition promotes oligodendrogliogenesis and therefore an efficient repair or myelin damaged lesions. Here we explored small molecules inhibiting LRRK2 as potential enhancers of primary OPCs proliferation and differentiation, and their potential impact on the clinical score of experimental autoimmune encephalomyelitys (EAE) mice, a validated model of the most frequent clinical form of MS, relapsing-remitting MS. RESULTS One of the LRRK2 inhibitors presented in this study promoted the proliferation and differentiation of OPC primary cultures. When tested in the EAE murine model of MS, it exerted a statistically significant reduction of the clinical burden of the animals, and histological evidence revealed how the treated animals presented a reduced lesion area in the spinal cord. CONCLUSIONS For the first time, a small molecule with LRRK2 inhibition properties presented (re)myelinating properties in primary OPCs cultures and potentially in the in vivo murine model. This study provides an in vivo proof of concept for a LRRK2 inhibitor, confirming its potential for the treatment of MS.
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Affiliation(s)
- Rocío Benítez‐Fernández
- Centro de Investigaciones Biológicas Margarita Salas‐CSICMadridSpain
- Instituto Cajal‐CSICMadridSpain
| | | | | | | | | | - José Cumella
- Instituto de Química Médica, IQM‐CSICMadridSpain
| | - Ana Martínez
- Centro de Investigaciones Biológicas Margarita Salas‐CSICMadridSpain
- Centro de Investigaciones Biomédicas en Red en Enfermedades Neurodegenerativas (CIBERNED), Instituto de Salud Carlos IIIMadridSpain
| | - Valle Palomo
- Centro de Investigaciones Biomédicas en Red en Enfermedades Neurodegenerativas (CIBERNED), Instituto de Salud Carlos IIIMadridSpain
- Instituto Madrileño de Estudios AvanzadosIMDEA NanocienciaMadridSpain
- Unidad de Nanobiotecnología Asociada al Centro Nacional de Biotecnología (CNB‐CSIC)MadridSpain
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3
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Cao R, Chen C, Wen J, Zhao W, Zhang C, Sun L, Yuan L, Wu C, Shan L, Xi M, Sun H. Recent advances in targeting leucine-rich repeat kinase 2 as a potential strategy for the treatment of Parkinson's disease. Bioorg Chem 2023; 141:106906. [PMID: 37837728 DOI: 10.1016/j.bioorg.2023.106906] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Revised: 09/24/2023] [Accepted: 10/06/2023] [Indexed: 10/16/2023]
Abstract
Parkinson's disease (PD) is the second most common neurodegenerative disease. Several single gene mutations involved in PD have been identified such as leucine-rich repeat kinase 2 (LRRK2), the most common cause of sporadic and familial PD. Its mutations have attracted much attention to therapeutically targeting this kinase. To date, many compounds including small chemical molecules with diverse scaffolds and RNA agents have been developed with significant amelioration in preclinical PD models. Currently, five candidates, DNL201, DNL151, WXWH0226, NEU-723 and BIIB094, have advanced to clinical trials for PD treatment. In this review, we describe the structure, pathogenic mutations and the mechanism of LRRK2, and summarize the development of LRRK2 inhibitors in preclinical and clinical studies, trying to provide an insight into targeting LRRK2 for PD intervention in future.
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Affiliation(s)
- Ruiwei Cao
- Zhejiang Engineering Research Center of Fat-soluble Vitamin, Shaoxing University, Shaoxing 312000, China; Zhejiang Medicine Co. Ltd., Shaoxing 312500, China
| | - Caiping Chen
- Zhejiang Engineering Research Center of Fat-soluble Vitamin, Shaoxing University, Shaoxing 312000, China; Zhejiang Medicine Co. Ltd., Shaoxing 312500, China
| | - Jing Wen
- Zhejiang Medicine Co. Ltd., Shaoxing 312500, China
| | - Weihe Zhao
- Zhejiang Medicine Co. Ltd., Shaoxing 312500, China
| | | | - Longhui Sun
- Zhejiang Medicine Co. Ltd., Shaoxing 312500, China
| | - Liyan Yuan
- Zhejiang Medicine Co. Ltd., Shaoxing 312500, China
| | - Chunlei Wu
- Zhejiang Engineering Research Center of Fat-soluble Vitamin, Shaoxing University, Shaoxing 312000, China; College of Chemistry and Chemical Engineering, Shaoxing University, Shaoxing 312000, China
| | - Lei Shan
- Zhejiang Engineering Research Center of Fat-soluble Vitamin, Shaoxing University, Shaoxing 312000, China
| | - Meiyang Xi
- Zhejiang Engineering Research Center of Fat-soluble Vitamin, Shaoxing University, Shaoxing 312000, China; College of Chemistry and Chemical Engineering, Shaoxing University, Shaoxing 312000, China.
| | - Haopeng Sun
- Department of Medicinal Chemistry, China Pharmaceutical University, Nanjing 210009, China.
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4
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Hu J, Zhang D, Tian K, Ren C, Li H, Lin C, Huang X, Liu J, Mao W, Zhang J. Small-molecule LRRK2 inhibitors for PD therapy: Current achievements and future perspectives. Eur J Med Chem 2023; 256:115475. [PMID: 37201428 DOI: 10.1016/j.ejmech.2023.115475] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 05/08/2023] [Accepted: 05/08/2023] [Indexed: 05/20/2023]
Abstract
Leucine-rich repeat kinase 2 (LRRK2) is a multifunctional protein that orchestrates a diverse array of cellular processes, including vesicle transport, autophagy, lysosome degradation, neurotransmission, and mitochondrial activity. Hyperactivation of LRRK2 triggers vesicle transport dysfunction, neuroinflammation, accumulation of α-synuclein, mitochondrial dysfunction, and the loss of cilia, ultimately leading to Parkinson's disease (PD). Therefore, targeting LRRK2 protein is a promising therapeutic strategy for PD. The clinical translation of LRRK2 inhibitors was historically impeded by issues surrounding tissue specificity. Recent studies have identified LRRK2 inhibitors that have no effect on peripheral tissues. Currently, there are four small-molecule LRRK2 inhibitors undergoing clinical trials. This review provides a summary of the structure and biological functions of LRRK2, along with an overview of the binding modes and structure-activity relationships (SARs) of small-molecule inhibitors targeting LRRK2. It offers valuable references for developing novel drugs targeting LRRK2.
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Affiliation(s)
- Jiarui Hu
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy and Joint Research Institution of Altitude Health and National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Dan Zhang
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy and Joint Research Institution of Altitude Health and National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Keyue Tian
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, 610041, China
| | - Changyu Ren
- Chengdu Fifth People's Hospital, Chengdu, 611130, Sichuan, China
| | - Heng Li
- Chengdu Fifth People's Hospital, Chengdu, 611130, Sichuan, China
| | - Congcong Lin
- Department of Medicinal Chemistry and Natural Medicine Chemistry, College of Pharmacy, Harbin Medical University, Harbin, 150081, China
| | - Xiaoli Huang
- Department of Respiratory and Critical Care Medicine, Institute of Respiratory Health, Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Jie Liu
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy and Joint Research Institution of Altitude Health and National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041, China.
| | - Wuyu Mao
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy and Joint Research Institution of Altitude Health and National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041, China; Department of Respiratory and Critical Care Medicine, Institute of Respiratory Health, Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041, China.
| | - Jifa Zhang
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy and Joint Research Institution of Altitude Health and National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041, China.
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5
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Park H, Kim T, Kim K, Jang A, Hong S. Structure-Based Virtual Screening and De Novo Design to Identify Submicromolar Inhibitors of G2019S Mutant of Leucine-Rich Repeat Kinase 2. Int J Mol Sci 2022; 23:12825. [PMID: 36361616 PMCID: PMC9654793 DOI: 10.3390/ijms232112825] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Revised: 10/17/2022] [Accepted: 10/20/2022] [Indexed: 10/16/2023] Open
Abstract
Missense mutations of leucine-rich repeat kinase 2 (LRRK2), including the G2019S mutant, are responsible for the pathogenesis of Parkinson's disease. In this work, structure-based virtual screening of a large chemical library was carried out to identify a number of novel inhibitors of the G2019S mutant of LRRK2, the biochemical potencies of which ranged from the low micromolar to the submicromolar level. The discovery of these potent inhibitors was made possible due to the modification of the original protein-ligand binding energy function in order to include an accurate ligand dehydration energy term. The results of extensive molecular docking simulations indicated that the newly identified inhibitors were bound to the ATP-binding site of the G2019S mutant of LRRK2 through the multiple hydrogen bonds with backbone amide groups in the hinge region as well as the hydrophobic interactions with the nonpolar residues in the P-loop, hinge region, and interdomain region. Among 18 inhibitors derived from virtual screening, 4-(2-amino-5-phenylpyrimidin-4-yl)benzene-1,3-diol (Inhibitor 2) is most likely to serve as a new molecular scaffold to optimize the biochemical potency, because it revealed submicromolar inhibitory activity in spite of its low molecular weight (279.3 amu). Indeed, a highly potent inhibitor (Inhibitor 2n) of the G2019S mutant was derived via the structure-based de novo design using the structure of Inhibitor 2 as the molecular core. The biochemical potency of Inhibitor 2n surged to the nanomolar level due to the strengthening of hydrophobic interactions in the ATP-binding site, which were presumably caused by the substitutions of small nonpolar moieties. Due to the high biochemical potency against the G2019S mutant of LRRK2 and the putatively good physicochemical properties, Inhibitor 2n is anticipated to serve as a new lead compound for the discovery of antiparkinsonian medicines.
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Affiliation(s)
- Hwangseo Park
- Department of Bioscience and Biotechnology, Sejong University, 209 Neungdong-ro, Kwangjin-gu, Seoul 05006, Korea
| | - Taeho Kim
- Department of Bioscience and Biotechnology, Sejong University, 209 Neungdong-ro, Kwangjin-gu, Seoul 05006, Korea
| | - Kewon Kim
- Center for Catalytic Hydrocarbon Functionalizations, Institute for Basic Science (IBS), Daejeon 34141, Korea
- Department of Chemistry, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, Korea
| | - Ahyoung Jang
- Center for Catalytic Hydrocarbon Functionalizations, Institute for Basic Science (IBS), Daejeon 34141, Korea
- Department of Chemistry, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, Korea
| | - Sungwoo Hong
- Center for Catalytic Hydrocarbon Functionalizations, Institute for Basic Science (IBS), Daejeon 34141, Korea
- Department of Chemistry, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, Korea
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Peng J, Zeng Y, Hu X, Huang S, Gao X, Tian D, Tian S, Qiu L, Liu J, Dong R, Zhan W, Qin C, Guang B, Yang T. KC-180-2 Exerts Anti-SCLC Effects via Dual Inhibition of Tubulin Polymerization and Src Signaling. ACS OMEGA 2022; 7:32164-32175. [PMID: 36120000 PMCID: PMC9476193 DOI: 10.1021/acsomega.2c03408] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Accepted: 08/17/2022] [Indexed: 06/15/2023]
Abstract
In this study, a series of N-benzyl-2-(5-phenylpyridin-2-yl) acetamide-based derivatives were successfully designed and synthesized as anti-cancer agents. KC-180-2 was screened as a potentially leading compound with dual mechanisms of action: Src signaling and tubulin polymerization inhibition. It efficiently suppressed the proliferation of five cancer cell lines (MDA-MB-231, H446, SKOV-3, HepG2, and HT29), with IC50 values ranging from 5 to 188 nM, especially small-cell lung cancer (SCLC) cells (IC50, 5 nM). Correspondingly, it exerted a significant therapeutic effect on the H446 small-cell lung cancer xenograft model, significantly reducing the volume of tumors without obvious toxicity. Mechanistically, this compound significantly inhibited the polymerization of purified tubulin in vitro, inducing G2/M cell cycle arrest and binding to the kinase catalytic domain of the Src protein, which reduced the phosphorylation of Src. Thus, KC-180-2 is a potential lead compound for the further development of a new anti-tumor drug against SCLC.
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Affiliation(s)
- Jian Peng
- School
of Pharmacy, Chengdu Medical College, No. 783, Xindu Avenue, Xindu District, Chengdu, Sichuan Province 610500, China
| | - Yisheng Zeng
- School
of Pharmacy, Chengdu Medical College, No. 783, Xindu Avenue, Xindu District, Chengdu, Sichuan Province 610500, China
| | - Xiaojun Hu
- School
of Pharmacy, Chengdu Medical College, No. 783, Xindu Avenue, Xindu District, Chengdu, Sichuan Province 610500, China
| | - Sheng Huang
- Chengdu
Biobel Biotechnology Co., Ltd., No. 88, Keyuan South Road, New and High-Tech Zone, Chengdu, Sichuan Province 610094, China
| | - Xiaofang Gao
- School
of Pharmacy, Chengdu Medical College, No. 783, Xindu Avenue, Xindu District, Chengdu, Sichuan Province 610500, China
| | - Dong Tian
- School
of Pharmacy, Chengdu Medical College, No. 783, Xindu Avenue, Xindu District, Chengdu, Sichuan Province 610500, China
| | - Shuting Tian
- School
of Pharmacy, Chengdu Medical College, No. 783, Xindu Avenue, Xindu District, Chengdu, Sichuan Province 610500, China
| | - Lan Qiu
- School
of Pharmacy, Chengdu Medical College, No. 783, Xindu Avenue, Xindu District, Chengdu, Sichuan Province 610500, China
| | - Jin Liu
- School
of Pharmacy, Chengdu Medical College, No. 783, Xindu Avenue, Xindu District, Chengdu, Sichuan Province 610500, China
| | - Renhan Dong
- Chengdu
Biobel Biotechnology Co., Ltd., No. 88, Keyuan South Road, New and High-Tech Zone, Chengdu, Sichuan Province 610094, China
| | - Wei Zhan
- Chengdu
Biobel Biotechnology Co., Ltd., No. 88, Keyuan South Road, New and High-Tech Zone, Chengdu, Sichuan Province 610094, China
| | - Chuanjun Qin
- Chengdu
Biobel Biotechnology Co., Ltd., No. 88, Keyuan South Road, New and High-Tech Zone, Chengdu, Sichuan Province 610094, China
| | - Bing Guang
- Chengdu
Biobel Biotechnology Co., Ltd., No. 88, Keyuan South Road, New and High-Tech Zone, Chengdu, Sichuan Province 610094, China
| | - Tai Yang
- School
of Pharmacy, Chengdu Medical College, No. 783, Xindu Avenue, Xindu District, Chengdu, Sichuan Province 610500, China
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7
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Xie WS, Shehzadi K, Ma HL, Liang JH. A Potential Strategy for Treatment of Neurodegenerative Disorders by Regulation of Adult Hippocampal Neurogenesis in Human Brain. Curr Med Chem 2022; 29:5315-5347. [DOI: 10.2174/0929867329666220509114232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Revised: 02/13/2022] [Accepted: 03/17/2022] [Indexed: 11/22/2022]
Abstract
Abstract:
Adult hippocampal neurogenesis is a multistage mechanism that continues throughout the lifespan of human and non-human mammals. These adult-born neurons in the central nervous system (CNS) play a significant role in various hippocampus-dependent processes, including learning, mood regulation, pattern recognition, etc. Reduction of adult hippocampal neurogenesis, caused by multiple factors such as neurological disorders and aging, would impair neuronal proliferation and differentiation and result in memory loss. Accumulating studies have indicated that functional neuron impairment could be restored by promoting adult hippocampal neurogenesis. In this review, we summarized the small molecules that could efficiently promote the process of adult neurogenesis, particularly the agents that have the capacity of crossing the blood-brain barrier (BBB), and showed in vivo efficacy in mammalian brains. This may pave the way for the rational design of drugs to treat humnan neurodegenerative disorders in the future.
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Affiliation(s)
- Wei-Song Xie
- Key Laboratory of Medical Molecule Science and Pharmaceutics Engineering, School of Chemistry and Chemical Engineering, Beijing Institute of Technology, Beijing 102488, China
| | - Kiran Shehzadi
- Key Laboratory of Medical Molecule Science and Pharmaceutics Engineering, School of Chemistry and Chemical Engineering, Beijing Institute of Technology, Beijing 102488, China
| | - Hong-Le Ma
- Key Laboratory of Medical Molecule Science and Pharmaceutics Engineering, School of Chemistry and Chemical Engineering, Beijing Institute of Technology, Beijing 102488, China
| | - Jian-Hua Liang
- Key Laboratory of Medical Molecule Science and Pharmaceutics Engineering, School of Chemistry and Chemical Engineering, Beijing Institute of Technology, Beijing 102488, China
- Yangtze Delta Region Academy of Beijing Institute of Technology, Jiaxing 314019, China
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8
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Patel A, Patel S, Mehta M, Patel Y, Langaliya D, Bhalodiya S, Bambharoliya T. Recent Update on the Development of Leucine- Rich Repeat Kinase 2 (LRRK2) Inhibitors: A Promising Target for the Treatment of Parkinson's Disease. Med Chem 2022; 18:757-771. [PMID: 35168510 DOI: 10.2174/1573406418666220215122136] [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: 08/09/2021] [Revised: 11/09/2021] [Accepted: 12/16/2021] [Indexed: 11/22/2022]
Abstract
Parkinson's disease is a relatively common neurological disorder with incidence increasing with age. Since current medications only relieve the symptoms and do not change the course of the disease, therefore, finding disease-modifying therapies is a critical unmet medical need. However, significant progress in understanding how genetics underpins Parkinson's disease (PD) has opened up new opportunities for understanding disease pathogenesis and identifying possible therapeutic targets. One such target is leucine-rich repeat kinase 2 (LRRK2), an elusive enzyme implicated in both familial and idiopathic PD risk. As a result, both academia and industry have promoted the development of potent and selective inhibitors of LRRK2. In this review, we have summarized recent progress on the discovery and development of LRKK2 inhibitors as well as the bioactivity of several small-molecule LRRK2 inhibitors that have been used to inhibit LRRK2 kinase activity in vitro or in vivo.
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Affiliation(s)
- Ashish Patel
- Ramanbhai Patel College of Pharmacy, Charotar University of Science and Technology, CHARUSAT-Campus, Changa-388421, Anand, Gujarat, India
| | - Stuti Patel
- Ramanbhai Patel College of Pharmacy, Charotar University of Science and Technology, CHARUSAT-Campus, Changa-388421, Anand, Gujarat, India
| | - Meshwa Mehta
- Ramanbhai Patel College of Pharmacy, Charotar University of Science and Technology, CHARUSAT-Campus, Changa-388421, Anand, Gujarat, India
| | - Yug Patel
- Ramanbhai Patel College of Pharmacy, Charotar University of Science and Technology, CHARUSAT-Campus, Changa-388421, Anand, Gujarat, India
| | - Dhruv Langaliya
- Ramanbhai Patel College of Pharmacy, Charotar University of Science and Technology, CHARUSAT-Campus, Changa-388421, Anand, Gujarat, India
| | - Shyam Bhalodiya
- Ramanbhai Patel College of Pharmacy, Charotar University of Science and Technology, CHARUSAT-Campus, Changa-388421, Anand, Gujarat, India
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Nozal V, García‐Rubia A, Cuevas EP, Pérez C, Tosat‐Bitrián C, Bartolomé F, Carro E, Ramírez D, Palomo V, Martínez A. From Kinase Inhibitors to Multitarget Ligands as Powerful Drug Leads for Alzheimer's Disease using Protein-Templated Synthesis. Angew Chem Int Ed Engl 2021; 60:19344-19354. [PMID: 34169618 PMCID: PMC8457121 DOI: 10.1002/anie.202106295] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Revised: 06/24/2021] [Indexed: 11/24/2022]
Abstract
Multitarget directed ligands (MTDLs) are arising as promising tools to tackle complex diseases. The main goal of this work is to create powerful modulating agents for neurodegenerative disorders. To achieve this aim, we have combined fragments that inhibit key protein kinases involved in the main pathomolecular pathways of Alzheimer's disease (AD) such as tau aggregation, neuroinflammation and decreased neurogenesis, whilst looking for a third action in beta-secretase (BACE1), responsible of β-amyloid production. We obtained well-balanced MTDLs with in vitro activity in three different relevant targets and efficacy in two cellular models of AD. Furthermore, computational studies confirmed how these compounds accommodate adequately into the long and rather narrow BACE1 catalytic site. Finally, we employed in situ click chemistry using BACE1 as protein template as a versatile synthetic tool that allowed us to obtain further MTDLs.
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Affiliation(s)
- Vanesa Nozal
- Structural and Chemical Biology DepartmentCentro de Investigaciones Biológicas-CSICRamiro de Maeztu 928040MadridSpain
| | - Alfonso García‐Rubia
- Structural and Chemical Biology DepartmentCentro de Investigaciones Biológicas-CSICRamiro de Maeztu 928040MadridSpain
- Centro de Investigación Biomédica en Red de Enfermedades Neurodegenerativas (CIBERNED)Instituto de Salud Carlos III28031MadridSpain
| | - Eva P. Cuevas
- Structural and Chemical Biology DepartmentCentro de Investigaciones Biológicas-CSICRamiro de Maeztu 928040MadridSpain
| | - Concepción Pérez
- Instituto de Química Médica-CSIC)Juan de la Cierva 328006MadridSpain
| | - Carlota Tosat‐Bitrián
- Structural and Chemical Biology DepartmentCentro de Investigaciones Biológicas-CSICRamiro de Maeztu 928040MadridSpain
| | - Fernando Bartolomé
- Hospital Universitario 12 de Octubre Research Institute (imas12)Group of Neurodegenerative DiseasesJuan de la Cierva 328006MadridSpain
| | - Eva Carro
- Hospital Universitario 12 de Octubre Research Institute (imas12)Group of Neurodegenerative DiseasesJuan de la Cierva 328006MadridSpain
| | - David Ramírez
- Instituto de Ciencias BiomédicasUniversidad Autónoma de ChileLlano Subercaseaux2801—piso 6SantiagoChile
| | - Valle Palomo
- Structural and Chemical Biology DepartmentCentro de Investigaciones Biológicas-CSICRamiro de Maeztu 928040MadridSpain
- Centro de Investigación Biomédica en Red de Enfermedades Neurodegenerativas (CIBERNED)Instituto de Salud Carlos III28031MadridSpain
| | - Ana Martínez
- Structural and Chemical Biology DepartmentCentro de Investigaciones Biológicas-CSICRamiro de Maeztu 928040MadridSpain
- Centro de Investigación Biomédica en Red de Enfermedades Neurodegenerativas (CIBERNED)Instituto de Salud Carlos III28031MadridSpain
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10
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Nozal V, García‐Rubia A, Cuevas EP, Pérez C, Tosat‐Bitrián C, Bartolomé F, Carro E, Ramírez D, Palomo V, Martínez A. From Kinase Inhibitors to Multitarget Ligands as Powerful Drug Leads for Alzheimer's Disease using Protein‐Templated Synthesis. Angew Chem Int Ed Engl 2021. [DOI: 10.1002/ange.202106295] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Vanesa Nozal
- Structural and Chemical Biology Department Centro de Investigaciones Biológicas-CSIC Ramiro de Maeztu 9 28040 Madrid Spain
| | - Alfonso García‐Rubia
- Structural and Chemical Biology Department Centro de Investigaciones Biológicas-CSIC Ramiro de Maeztu 9 28040 Madrid Spain
- Centro de Investigación Biomédica en Red de Enfermedades Neurodegenerativas (CIBERNED) Instituto de Salud Carlos III 28031 Madrid Spain
| | - Eva P. Cuevas
- Structural and Chemical Biology Department Centro de Investigaciones Biológicas-CSIC Ramiro de Maeztu 9 28040 Madrid Spain
| | - Concepción Pérez
- Instituto de Química Médica-CSIC) Juan de la Cierva 3 28006 Madrid Spain
| | - Carlota Tosat‐Bitrián
- Structural and Chemical Biology Department Centro de Investigaciones Biológicas-CSIC Ramiro de Maeztu 9 28040 Madrid Spain
| | - Fernando Bartolomé
- Hospital Universitario 12 de Octubre Research Institute (imas12) Group of Neurodegenerative Diseases Juan de la Cierva 3 28006 Madrid Spain
| | - Eva Carro
- Hospital Universitario 12 de Octubre Research Institute (imas12) Group of Neurodegenerative Diseases Juan de la Cierva 3 28006 Madrid Spain
| | - David Ramírez
- Instituto de Ciencias Biomédicas Universidad Autónoma de Chile Llano Subercaseaux 2801—piso 6 Santiago Chile
| | - Valle Palomo
- Structural and Chemical Biology Department Centro de Investigaciones Biológicas-CSIC Ramiro de Maeztu 9 28040 Madrid Spain
- Centro de Investigación Biomédica en Red de Enfermedades Neurodegenerativas (CIBERNED) Instituto de Salud Carlos III 28031 Madrid Spain
| | - Ana Martínez
- Structural and Chemical Biology Department Centro de Investigaciones Biológicas-CSIC Ramiro de Maeztu 9 28040 Madrid Spain
- Centro de Investigación Biomédica en Red de Enfermedades Neurodegenerativas (CIBERNED) Instituto de Salud Carlos III 28031 Madrid Spain
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11
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Koszła O, Stępnicki P, Zięba A, Grudzińska A, Matosiuk D, Kaczor AA. Current Approaches and Tools Used in Drug Development against Parkinson's Disease. Biomolecules 2021; 11:897. [PMID: 34208760 PMCID: PMC8235487 DOI: 10.3390/biom11060897] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Revised: 06/12/2021] [Accepted: 06/13/2021] [Indexed: 12/12/2022] Open
Abstract
Parkinson's disease is a progressive neurodegenerative disorder characterized by the death of nerve cells in the substantia nigra of the brain. The treatment options for this disease are very limited as currently the treatment is mainly symptomatic, and the available drugs are not able to completely stop the progression of the disease but only to slow it down. There is still a need to search for new compounds with the most optimal pharmacological profile that would stop the rapidly progressing disease. An increasing understanding of Parkinson's pathogenesis and the discovery of new molecular targets pave the way to develop new therapeutic agents. The use and selection of appropriate cell and animal models that better reflect pathogenic changes in the brain is a key aspect of the research. In addition, computer-assisted drug design methods are a promising approach to developing effective compounds with potential therapeutic effects. In light of the above, in this review, we present current approaches for developing new drugs for Parkinson's disease.
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Affiliation(s)
- Oliwia Koszła
- Department of Synthesis and Chemical Technology of Pharmaceutical Substances with Computer Modeling Laboratory, Faculty of Pharmacy, Medical University of Lublin, 4A Chodzki St., 20-093 Lublin, Poland; (O.K.); (P.S.); (A.Z.); (A.G.); (D.M.)
| | - Piotr Stępnicki
- Department of Synthesis and Chemical Technology of Pharmaceutical Substances with Computer Modeling Laboratory, Faculty of Pharmacy, Medical University of Lublin, 4A Chodzki St., 20-093 Lublin, Poland; (O.K.); (P.S.); (A.Z.); (A.G.); (D.M.)
| | - Agata Zięba
- Department of Synthesis and Chemical Technology of Pharmaceutical Substances with Computer Modeling Laboratory, Faculty of Pharmacy, Medical University of Lublin, 4A Chodzki St., 20-093 Lublin, Poland; (O.K.); (P.S.); (A.Z.); (A.G.); (D.M.)
| | - Angelika Grudzińska
- Department of Synthesis and Chemical Technology of Pharmaceutical Substances with Computer Modeling Laboratory, Faculty of Pharmacy, Medical University of Lublin, 4A Chodzki St., 20-093 Lublin, Poland; (O.K.); (P.S.); (A.Z.); (A.G.); (D.M.)
| | - Dariusz Matosiuk
- Department of Synthesis and Chemical Technology of Pharmaceutical Substances with Computer Modeling Laboratory, Faculty of Pharmacy, Medical University of Lublin, 4A Chodzki St., 20-093 Lublin, Poland; (O.K.); (P.S.); (A.Z.); (A.G.); (D.M.)
| | - Agnieszka A. Kaczor
- Department of Synthesis and Chemical Technology of Pharmaceutical Substances with Computer Modeling Laboratory, Faculty of Pharmacy, Medical University of Lublin, 4A Chodzki St., 20-093 Lublin, Poland; (O.K.); (P.S.); (A.Z.); (A.G.); (D.M.)
- School of Pharmacy, University of Eastern Finland, Yliopistonranta 1, P.O. Box 1627, FI-70211 Kuopio, Finland
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12
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Tian Y, Zhang Z, Wang T. Synthesis of Isatin‐Hydrazones from 3‐Diazo Oxindoles and Sulfoxonium Ylides under Catalyst‐ and Additive‐Free Conditions. European J Org Chem 2021. [DOI: 10.1002/ejoc.202100060] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Affiliation(s)
- Yu Tian
- Key Laboratory of Applied Surface and Colloid Chemistry Ministry of Education School of Chemistry and Chemical Engineering Shaanxi Normal University No.620 West Chang'an Avenue Xi'an 710119 China
| | - Zunting Zhang
- Key Laboratory of Applied Surface and Colloid Chemistry Ministry of Education School of Chemistry and Chemical Engineering Shaanxi Normal University No.620 West Chang'an Avenue Xi'an 710119 China
| | - Tao Wang
- Key Laboratory of Applied Surface and Colloid Chemistry Ministry of Education School of Chemistry and Chemical Engineering Shaanxi Normal University No.620 West Chang'an Avenue Xi'an 710119 China
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13
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Castro-Sánchez S, Zaldivar-Diez J, Luengo E, López MG, Gil C, Martínez A, Lastres-Becker I. Cognitive enhancement, TAU phosphorylation reduction, and neuronal protection by the treatment of an LRRK2 inhibitor in a tauopathy mouse model. Neurobiol Aging 2020; 96:148-154. [PMID: 33007689 DOI: 10.1016/j.neurobiolaging.2020.09.006] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Revised: 07/07/2020] [Accepted: 09/01/2020] [Indexed: 01/31/2023]
Abstract
Leucine-rich repeat kinase 2 (LRRK2) is a protein kinase whose activity plays an important role in neurodegenerative diseases. Although mutations in LRRK2 gene are the most common cause of monogenic Parkinson's disease, it has been reported that LRRK2 may promote Tau phosphorylation, increasing its aggregation. Thus, the modulation of LRRK2 activity by small molecules able to inhibit this kinase activity could be an innovative therapeutic strategy for different tauopathies. We examined the therapeutic effects of a new benzothiazole-based LRRK2 inhibitor, known as JZ1.40, in a mouse model of tauopathy. Mice were injected in the right hippocampus with an adeno-associated vector expressing human-TAUP301L and treated daily with JZ1.40 (10 mg/kg, i.p) or vehicle for three weeks. JZ1.40 reaches the brain and modulates RAB10 and Tau phosphorylation at the epitopes modified by LRRK2. Moreover, JZ1.40 treatment ameliorates the cognitive impairment induced by TAUP301L overexpression, which correlates with prevention of granular cell layer degeneration by improving synaptic plasticity. These data show that JZ1.40 is neuroprotective in vivo, which is translated into cognition enhancement.
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Affiliation(s)
- Sara Castro-Sánchez
- Instituto de Investigación Sanitaria La Paz (IdiPaz), Instituto de Investigaciones Biomédicas "Alberto Sols" UAM-CSIC, Madrid, Spain; Department of Biochemistry, School of Medicine, Universidad Autonoma de Madrid, Madrid, Spain
| | | | - Enrique Luengo
- Institute Teófilo Hernando for Drug Discovery, Department of Pharmacology, School of Medicine, Universidad Autónoma de Madrid, Madrid, Spain
| | - Manuela G López
- Institute Teófilo Hernando for Drug Discovery, Department of Pharmacology, School of Medicine, Universidad Autónoma de Madrid, Madrid, Spain
| | - Carmen Gil
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Madrid, Spain; Centro de Investigaciones Biológicas-CSIC, Madrid, Spain
| | - Ana Martínez
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Madrid, Spain; Centro de Investigaciones Biológicas-CSIC, Madrid, Spain
| | - Isabel Lastres-Becker
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Madrid, Spain; Instituto de Investigación Sanitaria La Paz (IdiPaz), Instituto de Investigaciones Biomédicas "Alberto Sols" UAM-CSIC, Madrid, Spain; Department of Biochemistry, School of Medicine, Universidad Autonoma de Madrid, Madrid, Spain.
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14
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Tisovský P, Csicsai K, Donovalová J, Šandrik R, Sokolík R, Gáplovský A. Effect of a =X-NH-Fragment, (X = C, N), on Z/ E Isomerization and ON/OFF Functionality of Isatin Arylhydrazones, ((Arylamino)Methylene)Indolin-2-Ones and Their Anions. Molecules 2020; 25:E3082. [PMID: 32640761 PMCID: PMC7412119 DOI: 10.3390/molecules25133082] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Revised: 07/01/2020] [Accepted: 07/03/2020] [Indexed: 11/17/2022] Open
Abstract
The subject of this work was the study of thermally and photochemically stimulated Z « E isomerization and hydrazo « azo tautomerism of Z- and E-isomers of isatin arylhydrazones and ((arylamino)methylene)indolin-2-ones and their anions. Using NMR, UV-Vis spectroscopy, kinetic measurements, and HPLC, we studied the relationship of structure, (Z- and E-isomers), of these compounds and hydrazo=azo tautomerism. The ON/OFF functionality of these compounds and their anions using light to stimulate switching between ON and OFF states was investigated. We pointed out the characterization of the effect of =N- and =CH- structural fragments and aryl structure on ON and OFF states of isatin arylhydrazones and ((arylamino)methylene)indolin-2-ones.
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Affiliation(s)
- Pavol Tisovský
- Faculty of Natural Sciences, Institute of Chemistry, Comenius University, Ilkovičova 6, Mlynská dolina CH-2, SK-842 15 Bratislava, Slovakia; (K.C.); (J.D.); (R.Š.); (R.S.); (A.G.)
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15
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Nikoofar K, Peyrovebaghi SS. Ultrasound‐assisted synthesis of 3‐(1‐(2‐(1
H
‐indol‐3‐yl)ethyl)‐2‐aryl‐6,6‐dimethyl‐4‐oxo‐4,5,6,7‐tetrahydro‐1
H
‐indol‐3‐yl)indolin‐2‐ones by novel core‐shell bio‐based nanocatalyst anchoring sulfonated
L
‐histidine on magnetized silica (SO
3
H‐
L
‐His@SiO
2
‐nano Fe
3
O
4
). J CHIN CHEM SOC-TAIP 2020. [DOI: 10.1002/jccs.201900365] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Affiliation(s)
- Kobra Nikoofar
- Department of Chemistry, Faculty of Physics and ChemistryAlzahra University Tehran Iran
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16
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Accelerative effects of carbazole-type alkaloids from Murraya koenigii on neurite outgrowth and their derivative's in vivo study for spatial memory. J Nat Med 2020; 74:448-455. [PMID: 31960209 DOI: 10.1007/s11418-020-01388-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2019] [Accepted: 01/07/2020] [Indexed: 12/16/2022]
Abstract
Murraya koenigii is a medicinal plant that contains several carbazole-type alkaloids as its characteristic constituents. Blood-brain barrier permeable constituents of M. koenigii accelerated neurite outgrowth in PC-12 cells. Nine compounds were isolated from M. koenigii and their effects on neurite outgrowth were examined. Murrayamine-E (8) at 10 μM showed significant effect. Focusing on the carbazole skeleton, we synthesized derivatives to attenuate cytotoxicity. 9-Benzyl-9H-carbazol-4-ol (15) exhibited strong neurite outgrowth accelerative effect. In addition, the novel object recognition test and the Morris water maze test were performed to evaluate memory improvement of 15 in APdE9 mice. Compound 15 tended to improve spatial memory in the Morris water maze test. These results suggest that carbazole derivative 15 would be a seed compound for Alzheimer's disease drug.
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17
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Zaldivar-Diez J, Li L, Garcia AM, Zhao WN, Medina-Menendez C, Haggarty SJ, Gil C, Morales AV, Martinez A. Benzothiazole-Based LRRK2 Inhibitors as Wnt Enhancers and Promoters of Oligodendrocytic Fate. J Med Chem 2019; 63:2638-2655. [DOI: 10.1021/acs.jmedchem.9b01752] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Affiliation(s)
- Josefa Zaldivar-Diez
- Centro de Investigaciones Biológicas, CSIC, Ramiro de Maeztu 9, 28040 Madrid, Spain
| | - Lingling Li
- Instituto Cajal, CSIC, Av. Doctor Arce, 37, 28002 Madrid, Spain
| | - Ana M. Garcia
- Centro de Investigaciones Biológicas, CSIC, Ramiro de Maeztu 9, 28040 Madrid, Spain
| | - Wen-Ning Zhao
- Chemical Neurobiology Lab, Center for Genomic Medicine, Departments of Neurology and Psychiatry, Massachusetts General Hospital, Harvard Medical School, 185 Cambridge Street, Boston, Massachusetts 02114, United States
| | | | - Stephen. J. Haggarty
- Chemical Neurobiology Lab, Center for Genomic Medicine, Departments of Neurology and Psychiatry, Massachusetts General Hospital, Harvard Medical School, 185 Cambridge Street, Boston, Massachusetts 02114, United States
| | - Carmen Gil
- Centro de Investigaciones Biológicas, CSIC, Ramiro de Maeztu 9, 28040 Madrid, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Neurodegenerativas (CIBERNED), Instituto Carlos III, 28031 Madrid, Spain
| | - Aixa V. Morales
- Instituto Cajal, CSIC, Av. Doctor Arce, 37, 28002 Madrid, Spain
| | - Ana Martinez
- Centro de Investigaciones Biológicas, CSIC, Ramiro de Maeztu 9, 28040 Madrid, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Neurodegenerativas (CIBERNED), Instituto Carlos III, 28031 Madrid, Spain
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18
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Targeting leucine-rich repeat kinase 2 (LRRK2) for the treatment of Parkinson's disease. Future Med Chem 2019; 11:1953-1977. [DOI: 10.4155/fmc-2018-0484] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
Leucine-rich repeat kinase 2 (LRRK2) is a serine-threonine kinase involved in multiple cellular processes and signaling pathways. LRRK2 mutations are associated with autosomal-inherited Parkinson's disease (PD), and evidence suggests that LRRK2 pathogenic variants generally increase kinase activity. Therefore, inhibition of LRRK2 kinase function is a promising therapeutic strategy for PD treatment. The search for drug-like molecules capable of reducing LRRK2 kinase activity in PD led to the design of selective LRRK2 inhibitors predicted to be within the CNS drug-like space. This review highlights the journey that translates chemical tools for interrogating the role of LRRK2 in PD into promising drug candidates, addressing the challenges in discovering selective and brain-penetrant LRRK2 modulators and exploring the structure–activity relationship of distinct LRRK2 inhibitors.
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19
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Sidorova YA, Volcho KP, Salakhutdinov NF. Neuroregeneration in Parkinson's Disease: From Proteins to Small Molecules. Curr Neuropharmacol 2019; 17:268-287. [PMID: 30182859 PMCID: PMC6425072 DOI: 10.2174/1570159x16666180905094123] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2018] [Revised: 08/16/2018] [Accepted: 08/30/2018] [Indexed: 01/07/2023] Open
Abstract
Background: Parkinson’s disease (PD) is the second most common neurodegenerative disorder worldwide, the lifetime risk of developing this disease is 1.5%. Motor diagnostic symptoms of PD are caused by degeneration of nigrostria-tal dopamine neurons. There is no cure for PD and current therapy is limited to supportive care that partially alleviates dis-ease signs and symptoms. As diagnostic symptoms of PD result from progressive degeneration of dopamine neurons, drugs restoring these neurons may significantly improve treatment of PD. Method: A literature search was performed using the PubMed, Web of Science and Scopus databases to discuss the pro-gress achieved in the development of neuroregenerative agents for PD. Papers published before early 2018 were taken into account. Results: Here, we review several groups of potential agents capable of protecting and restoring dopamine neurons in cul-tures or animal models of PD including neurotrophic factors and small molecular weight compounds. Conclusion: Despite the promising results of in vitro and in vivo experiments, none of the found agents have yet shown conclusive neurorestorative properties in PD patients. Meanwhile, a few promising biologicals and small molecules have been identified. Their further clinical development can eventually give rise to disease-modifying drugs for PD. Thus, inten-sive research in the field is justified.
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Affiliation(s)
- Yulia A Sidorova
- Laboratory of Molecular Neuroscience, Institute of Biotechnology, University of Helsinki, Helsinki, Finland
| | - Konstantin P Volcho
- Novosibirsk Institute of Organic Chemistry, Novosibirsk, Russian Federation.,Novosibirsk State University, Novosibirsk, Russian Federation
| | - Nariman F Salakhutdinov
- Novosibirsk Institute of Organic Chemistry, Novosibirsk, Russian Federation.,Novosibirsk State University, Novosibirsk, Russian Federation
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20
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Sebastián-Pérez V, Martínez MJ, Gil C, Campillo NE, Martínez A, Ponzoni I. QSAR Modelling to Identify LRRK2 Inhibitors for Parkinson's Disease. J Integr Bioinform 2019; 16:/j/jib.ahead-of-print/jib-2018-0063/jib-2018-0063.xml. [PMID: 30763264 PMCID: PMC6798859 DOI: 10.1515/jib-2018-0063] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2018] [Accepted: 01/14/2019] [Indexed: 01/09/2023] Open
Abstract
Parkinson’s disease is one of the most common neurodegenerative illnesses in older persons and the leucine-rich repeat kinase 2 (LRRK2) is an auspicious target for its pharmacological treatment. In this work, quantitative structure–activity relationship (QSAR) models for identification of putative inhibitors of LRRK2 protein are developed by using an in-house chemical library and several machine learning techniques. The methodology applied in this paper has two steps: first, alternative subsets of molecular descriptors useful for characterizing LRRK2 inhibitors are chosen by a multi-objective feature selection method; secondly, QSAR models are learned by using these subsets and three different strategies for supervised learning. The qualities of all these QSAR models are compared by classical metrics and the best models are discussed in statistical and physicochemical terms.
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Affiliation(s)
- Víctor Sebastián-Pérez
- Centro de Investigaciones Biológicas (CIB-CSIC), Ramiro de Maeztu 9, 28040 Madrid, Spain
| | - María Jimena Martínez
- Instituto de Ciencias e Ingeniería de la Computación (UNS-CONICET), Departamento de Ciencias e Ingeniería de la Computación, Universidad Nacional del Sur (UNS), Bahía Blanca, Argentina
| | - Carmen Gil
- Centro de Investigaciones Biológicas (CIB-CSIC), Ramiro de Maeztu 9, 28040 Madrid, Spain
| | - Nuria Eugenia Campillo
- Centro de Investigaciones Biológicas (CIB-CSIC), Ramiro de Maeztu 9, 28040 Madrid, Spain
| | - Ana Martínez
- Centro de Investigaciones Biológicas (CIB-CSIC), Ramiro de Maeztu 9, 28040 Madrid, Spain
| | - Ignacio Ponzoni
- Instituto de Ciencias e Ingeniería de la Computación (UNS-CONICET), Departamento de Ciencias e Ingeniería de la Computación, Universidad Nacional del Sur (UNS), Bahía Blanca, Argentina
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21
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Uliassi E, Peña-Altamira LE, Morales AV, Massenzio F, Petralla S, Rossi M, Roberti M, Martinez Gonzalez L, Martinez A, Monti B, Bolognesi ML. A Focused Library of Psychotropic Analogues with Neuroprotective and Neuroregenerative Potential. ACS Chem Neurosci 2019; 10:279-294. [PMID: 30253086 DOI: 10.1021/acschemneuro.8b00242] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Overcoming the lack of effective treatments and the continuous clinical trial failures in neurodegenerative drug discovery might require a shift from the prevailing paradigm targeting pathogenesis to the one targeting simultaneously neuroprotection and neuroregeneration. In the studies reported herein, we sought to identify small molecules that might exert neuroprotective and neuroregenerative potential as tools against neurodegenerative diseases. In doing so, we started from the reported neuroprotective/neuroregenerative mechanisms of psychotropic drugs featuring a tricyclic alkylamine scaffold. Thus, we designed a focused-chemical library of 36 entries aimed at exploring the structural requirements for efficient neuroprotective/neuroregenerative cellular activity, without the manifestation of toxicity. To this aim, we developed a synthetic protocol, which overcame the limited applicability of previously reported procedures. Next, we evaluated the synthesized compounds through a phenotypic screening pipeline, based on primary neuronal systems. Phenothiazine 2Bc showed improved neuroregenerative and neuroprotective properties with respect to reference drug desipramine (2Aa). Importantly, we have also shown that 2Bc outperformed currently available drugs in cell models of Alzheimer's and Parkinson's diseases and attenuates microglial activation by reducing iNOS expression.
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Affiliation(s)
- Elisa Uliassi
- Department of Pharmacy and Biotechnology, Alma Mater Studiorum - University of Bologna, Via Belmeloro 6, Bologna 40126, Italy
| | - Luis Emiliano Peña-Altamira
- Department of Pharmacy and Biotechnology, Alma Mater Studiorum - University of Bologna, Via Belmeloro 6, Bologna 40126, Italy
| | - Aixa V. Morales
- Department of Cellular, Molecular and Developmental Neurobiology, Cajal Institute, Consejo Superior de Investigaciones Científicas (CSIC), Av. Doctor Arce, 37, Madrid 28002, Spain
| | - Francesca Massenzio
- Department of Pharmacy and Biotechnology, Alma Mater Studiorum - University of Bologna, Via Belmeloro 6, Bologna 40126, Italy
| | - Sabrina Petralla
- Department of Pharmacy and Biotechnology, Alma Mater Studiorum - University of Bologna, Via Belmeloro 6, Bologna 40126, Italy
| | - Michele Rossi
- Department of Pharmacy and Biotechnology, Alma Mater Studiorum - University of Bologna, Via Belmeloro 6, Bologna 40126, Italy
| | - Marinella Roberti
- Department of Pharmacy and Biotechnology, Alma Mater Studiorum - University of Bologna, Via Belmeloro 6, Bologna 40126, Italy
| | - Loreto Martinez Gonzalez
- Department of Chemical and Physical Biology, Centro de Investigaciones Biológicas-CSIC, Ramiro de Maeztu, 9, Madrid 28040, Spain
| | - Ana Martinez
- Department of Chemical and Physical Biology, Centro de Investigaciones Biológicas-CSIC, Ramiro de Maeztu, 9, Madrid 28040, Spain
| | - Barbara Monti
- Department of Pharmacy and Biotechnology, Alma Mater Studiorum - University of Bologna, Via Belmeloro 6, Bologna 40126, Italy
| | - Maria Laura Bolognesi
- Department of Pharmacy and Biotechnology, Alma Mater Studiorum - University of Bologna, Via Belmeloro 6, Bologna 40126, Italy
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22
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QSAR Modelling for Drug Discovery: Predicting the Activity of LRRK2 Inhibitors for Parkinson’s Disease Using Cheminformatics Approaches. PRACTICAL APPLICATIONS OF COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 12TH INTERNATIONAL CONFERENCE 2019. [DOI: 10.1007/978-3-319-98702-6_8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/10/2022]
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23
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Design, synthesis, structure-activity relationships study and X-ray crystallography of 3-substituted-indolin-2-one-5-carboxamide derivatives as PAK4 inhibitors. Eur J Med Chem 2018; 155:197-209. [DOI: 10.1016/j.ejmech.2018.05.051] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2018] [Revised: 05/26/2018] [Accepted: 05/29/2018] [Indexed: 10/14/2022]
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