1
|
Kang JX, Zhao GK, Yang XM, Huang MX, Hui WQ, Zeng R, Ouyang Q. Recent advances on dual inhibitors targeting HIV reverse transcriptase associated polymerase and ribonuclease H. Eur J Med Chem 2023; 250:115196. [PMID: 36787657 DOI: 10.1016/j.ejmech.2023.115196] [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: 11/15/2022] [Revised: 02/03/2023] [Accepted: 02/07/2023] [Indexed: 02/11/2023]
Abstract
Reverse transcriptase (RT) plays an indispensable role in the replication of human immunodeficiency virus (HIV) through its associated polymerase and ribonuclease H (RNase H) activities during the viral RNA genome transformation into proviral DNA. Due to the fact that HIV is a highly mutagenic virus and easily resistant to single-target RT inhibitors, dual inhibitors targeting HIV RT associated polymerase and RNase H have been developed. These dual inhibitors have the advantages of increasing efficacy, reducing drug resistance, drug-drug interactions, and cytotoxicity, as well as improving patient compliance. In this review, we summarize recent advances in polymerase/RNase H dual inhibitors focusing on drug design strategies, and structure-activity relationships and share new insights into developing anti-HIV drugs.
Collapse
Affiliation(s)
- Jia-Xiong Kang
- Department of Pharmacy, Armed Police Forces Hospital of Sichuan, 614000, Leshan, China
| | - Guang-Kuan Zhao
- Department of Medicinal Chemistry, School of Pharmacy, Third Military Medical University, 400038, Chongqing, China
| | - Xiu-Ming Yang
- Department of Medicinal Chemistry, School of Pharmacy, Third Military Medical University, 400038, Chongqing, China
| | - Mou-Xin Huang
- Department of Medicinal Chemistry, School of Pharmacy, Third Military Medical University, 400038, Chongqing, China
| | - Wen-Qi Hui
- Department of Pharmacy, Xi'an Fifth Hospital, Xian, 710082, Shaanxi, China
| | - Rong Zeng
- Department of Medicinal Chemistry, School of Pharmacy, Third Military Medical University, 400038, Chongqing, China
| | - Qin Ouyang
- Department of Medicinal Chemistry, School of Pharmacy, Third Military Medical University, 400038, Chongqing, China.
| |
Collapse
|
2
|
Li Z, Wu C, Li Y, Liu R, Lu K, Wang R, Liu J, Gong C, Yang C, Wang X, Zhan CG, Luo HB. Free energy perturbation-based large-scale virtual screening for effective drug discovery against COVID-19. THE INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS 2023; 37:45-57. [PMID: 38603271 PMCID: PMC9396747 DOI: 10.1177/10943420221117797] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
As a theoretically rigorous and accurate method, FEP-ABFE (Free Energy Perturbation-Absolute Binding Free Energy) calculations showed great potential in drug discovery, but its practical application was difficult due to high computational cost. To rapidly discover antiviral drugs targeting SARS-CoV-2 Mpro and TMPRSS2, we performed FEP-ABFE-based virtual screening for ∼12,000 protein-ligand binding systems on a new generation of Tianhe supercomputer. A task management tool was specifically developed for automating the whole process involving more than 500,000 MD tasks. In further experimental validation, 50 out of 98 tested compounds showed significant inhibitory activity towards Mpro, and one representative inhibitor, dipyridamole, showed remarkable outcomes in subsequent clinical trials. This work not only demonstrates the potential of FEP-ABFE in drug discovery but also provides an excellent starting point for further development of anti-SARS-CoV-2 drugs. Besides, ∼500 TB of data generated in this work will also accelerate the further development of FEP-related methods.
Collapse
Affiliation(s)
- Zhe Li
- School of Pharmaceutical Sciences, Sun Yat-Sen University, Guangzhou, P. R. China
| | - Chengkun Wu
- State Key Laboratory of High Performance Computing, Changsha, P. R. China
| | - Yishui Li
- State Key Laboratory of High Performance Computing, Changsha, P. R. China
| | - Runduo Liu
- School of Pharmaceutical Sciences, Sun Yat-Sen University, Guangzhou, P. R. China
| | - Kai Lu
- State Key Laboratory of High Performance Computing, Changsha, P. R. China
| | - Ruibo Wang
- State Key Laboratory of High Performance Computing, Changsha, P. R. China
| | - Jie Liu
- State Key Laboratory of High Performance Computing, Changsha, P. R. China
| | - Chunye Gong
- State Key Laboratory of High Performance Computing, Changsha, P. R. China
| | - Canqun Yang
- National Supercomputer Center in Tianjin, Tianjin, P. R. China
| | - Xin Wang
- School of Medicine and Pharmacy, Ocean University of China, Qingdao, P. R. China
- Marine Biomedical Research Institute of Qingdao, Qingdao, P. R. China
| | - Chang-Guo Zhan
- Molecular Modeling and Biopharmaceutical Center, College of Pharmacy, University of Kentucky, Lexington, KY, USA
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Kentucky, Lexington, KY, USA
| | - Hai-Bin Luo
- School of Pharmaceutical Sciences, Sun Yat-Sen University, Guangzhou, P. R. China
- School of Pharmaceutical Sciences, Hainan University, Haikou, P. R. China
| |
Collapse
|
3
|
Lu W, Tang J, Gu Z, Sun L, Wei H, Wang Y, Yang S, Chi X, Xu L. Crystal structure, in vitro cytotoxicity, DNA binding and DFT calculations of new copper (II) complexes with coumarin-amide ligand. J Inorg Biochem 2023; 238:112030. [PMID: 36327496 DOI: 10.1016/j.jinorgbio.2022.112030] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Revised: 10/06/2022] [Accepted: 10/13/2022] [Indexed: 11/05/2022]
Abstract
This work describes the synthesis, anticancer activity and electron structure study of two Cu (II) complexes with coumarin-3-formyl-(3-(aminomethyl) pyridine) ligand (L) - C1 (Cu2L2(OAc)4) and C2 (CuL2(NO3)2). The structure of C1 and C2 was confirmed by elemental analysis, FTIR, and single-crystal X-ray analysis. Complex C1 crystallizes as binuclear where two Cu (II) ions are bridged by four acetate ligands while C2 is a mononuclear complex with twisted octahedral geometry. Density functional theory (DFT) calculations revealed that electronic transitions originate from metal-ligand charge transfer and d-d transitions of metal ions. According to the results of UV-Vis and fluorescence titrations, C1 and C2 intercalate with DNA with the binding constants of 6.9 × 105 M-1 and 5.9 × 105 M-1, respectively. The in vitro cytotoxicity assays on four cancer cell lines (HeLa, HepG2, MCF-7 and A549) and a normal HUVEC cell line indicated higher anti-MCF-7 activity of C2 compared with cisplatin (IC50 = 2.86 ± 0.08 μM vs. 9.07 ± 0.10 μM). Moreover, C2 had superior selectivity since IC50 toward HUVEC cells was over 150 μM compared with 0.58 ± 0.05 μM for cisplatin. We concluded that the anti-MCF activity of mononuclear C2 complex is better than that of binuclear C1 and cisplatin. Therefore, C2 has been selected as a hit compound to develop novel non‑platinum anticancer agents through modification of coumarin-amide structure and variation of copper (II) salts.
Collapse
Affiliation(s)
- Wen Lu
- College of Science, Nanjing Forestry University, Nanjing, Jiangsu 210037, China.
| | - Jiongya Tang
- College of Science, Nanjing Forestry University, Nanjing, Jiangsu 210037, China
| | - Zhenzhen Gu
- College of Science, Nanjing Forestry University, Nanjing, Jiangsu 210037, China
| | - Lu Sun
- College of Science, Nanjing Forestry University, Nanjing, Jiangsu 210037, China
| | - Haimeng Wei
- College of Science, Nanjing Forestry University, Nanjing, Jiangsu 210037, China
| | - Yanqin Wang
- College of Science, Nanjing Forestry University, Nanjing, Jiangsu 210037, China
| | - Shilong Yang
- The Advanced Analysis and Testing Center, Nanjing Forestry University, Nanjing, Jiangsu 210037, China
| | - Xingwei Chi
- College of Science, Nanjing Forestry University, Nanjing, Jiangsu 210037, China
| | - Li Xu
- College of Science, Nanjing Forestry University, Nanjing, Jiangsu 210037, China; Institute of Material Physics&Chemistry, Nanjing Forestry University, Nanjing 210037, China
| |
Collapse
|
4
|
Sokkar P, Harms M, Stürzel C, Gilg A, Kizilsavas G, Raasholm M, Preising N, Wagner M, Kirchhoff F, Ständker L, Weidinger G, Mayer B, Münch J, Sanchez-Garcia E. Computational modeling and experimental validation of the EPI-X4/CXCR4 complex allows rational design of small peptide antagonists. Commun Biol 2021; 4:1113. [PMID: 34552197 PMCID: PMC8458281 DOI: 10.1038/s42003-021-02638-5] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Accepted: 08/31/2021] [Indexed: 11/13/2022] Open
Abstract
EPI-X4, a 16-mer fragment of albumin, is a specific endogenous antagonist and inverse agonist of the CXC-motif-chemokine receptor 4 (CXCR4) and thus a key regulator of CXCR4 function. Accordingly, activity-optimized synthetic derivatives of EPI-X4 are promising leads for the therapy of CXCR4-linked disorders such as cancer or inflammatory diseases. We investigated the binding of EPI-X4 to CXCR4, which so far remained unclear, by means of biomolecular simulations combined with experimental mutagenesis and activity studies. We found that EPI-X4 interacts through its N-terminal residues with CXCR4 and identified its key interaction motifs, explaining receptor antagonization. Using this model, we developed shortened EPI-X4 derivatives (7-mers) with optimized receptor antagonizing properties as new leads for the development of CXCR4 inhibitors. Our work reveals the molecular details and mechanism by which the first endogenous peptide antagonist of CXCR4 interacts with its receptor and provides a foundation for the rational design of improved EPI-X4 derivatives.
Collapse
Affiliation(s)
- Pandian Sokkar
- Computational Biochemistry, Center of Medical Biotechnology, University of Duisburg-Essen, Essen, Germany
- Faculty of Allied Health Sciences, Chettinad Hospital and Research Institute, Chettinad Academy of Research and Education, Kelambakkam, Tamil Nadu, 603103, India
| | - Mirja Harms
- Institute of Molecular Virology, Ulm University Medical Center, Ulm, Germany
| | - Christina Stürzel
- Institute of Molecular Virology, Ulm University Medical Center, Ulm, Germany
| | - Andrea Gilg
- Institute of Molecular Virology, Ulm University Medical Center, Ulm, Germany
| | | | - Martina Raasholm
- Institute of Biochemistry and Molecular Biology, Ulm University, Ulm, 89081, Germany
| | - Nico Preising
- Core Facility Functional Peptidomics, Ulm University Medical Center, Ulm, 89081, Germany
| | - Manfred Wagner
- Max Planck Institute for Polymer Research, Mainz, Germany
| | - Frank Kirchhoff
- Institute of Molecular Virology, Ulm University Medical Center, Ulm, Germany
| | - Ludger Ständker
- Core Facility Functional Peptidomics, Ulm University Medical Center, Ulm, 89081, Germany
| | - Gilbert Weidinger
- Institute of Biochemistry and Molecular Biology, Ulm University, Ulm, 89081, Germany
| | - Benjamin Mayer
- Institute for Epidemiology and Medical Biometry, Ulm University, Ulm, 89075, Germany
| | - Jan Münch
- Institute of Molecular Virology, Ulm University Medical Center, Ulm, Germany.
- Core Facility Functional Peptidomics, Ulm University Medical Center, Ulm, 89081, Germany.
| | - Elsa Sanchez-Garcia
- Computational Biochemistry, Center of Medical Biotechnology, University of Duisburg-Essen, Essen, Germany.
| |
Collapse
|
5
|
Xiong G, Shen C, Yang Z, Jiang D, Liu S, Lu A, Chen X, Hou T, Cao D. Featurization strategies for protein–ligand interactions and their applications in scoring function development. WIRES COMPUTATIONAL MOLECULAR SCIENCE 2021. [DOI: 10.1002/wcms.1567] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Affiliation(s)
- Guoli Xiong
- Xiangya School of Pharmaceutical Sciences Central South University Changsha China
| | - Chao Shen
- Hangzhou Institute of Innovative Medicine, College of Pharmaceutical Sciences Zhejiang University Hangzhou China
| | - Ziyi Yang
- Xiangya School of Pharmaceutical Sciences Central South University Changsha China
| | - Dejun Jiang
- Hangzhou Institute of Innovative Medicine, College of Pharmaceutical Sciences Zhejiang University Hangzhou China
- College of Computer Science and Technology Zhejiang University Hangzhou China
| | - Shao Liu
- Department of Pharmacy Xiangya Hospital, Central South University Changsha China
| | - Aiping Lu
- Institute for Advancing Translational Medicine in Bone & Joint Diseases, School of Chinese Medicine Hong Kong Baptist University Hong Kong SAR China
| | - Xiang Chen
- Department of Dermatology, Hunan Engineering Research Center of Skin Health and Disease, Hunan Key Laboratory of Skin Cancer and Psoriasis Xiangya Hospital, Central South University Changsha China
| | - Tingjun Hou
- Hangzhou Institute of Innovative Medicine, College of Pharmaceutical Sciences Zhejiang University Hangzhou China
| | - Dongsheng Cao
- Xiangya School of Pharmaceutical Sciences Central South University Changsha China
- Institute for Advancing Translational Medicine in Bone & Joint Diseases, School of Chinese Medicine Hong Kong Baptist University Hong Kong SAR China
| |
Collapse
|
6
|
Seki Kioshima E, de Souza Bonfim de Mendonça P, de Melo Teixeira M, Grenier Capoci IR, Amaral A, Vilugron Rodrigues-Vendramini FA, Lauton Simões B, Rodrigues Abadio AK, Fernandes Matos L, Soares Felipe MS. One Century of Study: What We Learned about Paracoccidioides and How This Pathogen Contributed to Advances in Antifungal Therapy. J Fungi (Basel) 2021; 7:106. [PMID: 33540749 PMCID: PMC7913102 DOI: 10.3390/jof7020106] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2020] [Revised: 01/19/2021] [Accepted: 01/26/2021] [Indexed: 02/08/2023] Open
Abstract
Paracoccidioidomycosis (PCM) is a notable fungal infection restricted to Latin America. Since the first description of the disease by Lutz up to the present day, Brazilian researchers have contributed to the understanding of the life cycle of this pathogen and provided the possibility of new targets for antifungal therapy based on the structural and functional genomics of Paracoccidioides. In this context, in silico approaches have selected molecules that act on specific targets, such as the thioredoxin system, with promising antifungal activity against Paracoccidioides. Some of these are already in advanced development stages. In addition, the application of nanostructured systems has addressed issues related to the high toxicity of conventional PCM therapy. Thus, the contribution of molecular biology and biotechnology to the advances achieved is unquestionable. However, it is still necessary to transcend the boundaries of synthetic chemistry, pharmaco-technics, and pharmacodynamics, aiming to turn promising molecules into newly available drugs for the treatment of fungal diseases.
Collapse
Affiliation(s)
- Erika Seki Kioshima
- Program in Biosciences and Pathophysiology, Department of Clinical Analysis and Biomedicine, State University of Maringa (UEM), Maringa, Parana 87020-900, Brazil; (P.d.S.B.d.M.); (I.R.G.C.); (F.A.V.R.-V.); (B.L.S.)
| | - Patrícia de Souza Bonfim de Mendonça
- Program in Biosciences and Pathophysiology, Department of Clinical Analysis and Biomedicine, State University of Maringa (UEM), Maringa, Parana 87020-900, Brazil; (P.d.S.B.d.M.); (I.R.G.C.); (F.A.V.R.-V.); (B.L.S.)
| | - Marcus de Melo Teixeira
- Faculty of Medicine, University of Brasília (UnB), Brasilia, Distrito Federal 70910-900, Brazil;
| | - Isis Regina Grenier Capoci
- Program in Biosciences and Pathophysiology, Department of Clinical Analysis and Biomedicine, State University of Maringa (UEM), Maringa, Parana 87020-900, Brazil; (P.d.S.B.d.M.); (I.R.G.C.); (F.A.V.R.-V.); (B.L.S.)
| | - André Amaral
- Institute of Tropical Pathology and Public Health, Federal University of Goiás, Goiânia 74690-900, Brazil;
| | - Franciele Abigail Vilugron Rodrigues-Vendramini
- Program in Biosciences and Pathophysiology, Department of Clinical Analysis and Biomedicine, State University of Maringa (UEM), Maringa, Parana 87020-900, Brazil; (P.d.S.B.d.M.); (I.R.G.C.); (F.A.V.R.-V.); (B.L.S.)
| | - Bruna Lauton Simões
- Program in Biosciences and Pathophysiology, Department of Clinical Analysis and Biomedicine, State University of Maringa (UEM), Maringa, Parana 87020-900, Brazil; (P.d.S.B.d.M.); (I.R.G.C.); (F.A.V.R.-V.); (B.L.S.)
| | - Ana Karina Rodrigues Abadio
- Faculty of Agricultural Social Sciences, Mato Grosso State University, Nova Mutum, Mato Grosso 78450-000, Brazil;
| | - Larissa Fernandes Matos
- Faculty of Ceilandia, University of Brasília (UnB), Brasília, Distrito Federal 72220-275, Brazil;
- Program in Microbial Biology, Institute of Biological Sciences, University of Brasília, Brasília 70910-900, Brazil
| | - Maria Sueli Soares Felipe
- Program of Genomic Sciences and Biotechnology, Catholic University of Brasilia, Brasília 70790-160, Brazil;
| |
Collapse
|
7
|
Vázquez J, López M, Gibert E, Herrero E, Luque FJ. Merging Ligand-Based and Structure-Based Methods in Drug Discovery: An Overview of Combined Virtual Screening Approaches. Molecules 2020; 25:E4723. [PMID: 33076254 PMCID: PMC7587536 DOI: 10.3390/molecules25204723] [Citation(s) in RCA: 77] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Revised: 10/06/2020] [Accepted: 10/11/2020] [Indexed: 12/20/2022] Open
Abstract
Virtual screening (VS) is an outstanding cornerstone in the drug discovery pipeline. A variety of computational approaches, which are generally classified as ligand-based (LB) and structure-based (SB) techniques, exploit key structural and physicochemical properties of ligands and targets to enable the screening of virtual libraries in the search of active compounds. Though LB and SB methods have found widespread application in the discovery of novel drug-like candidates, their complementary natures have stimulated continued efforts toward the development of hybrid strategies that combine LB and SB techniques, integrating them in a holistic computational framework that exploits the available information of both ligand and target to enhance the success of drug discovery projects. In this review, we analyze the main strategies and concepts that have emerged in the last years for defining hybrid LB + SB computational schemes in VS studies. Particularly, attention is focused on the combination of molecular similarity and docking, illustrating them with selected applications taken from the literature.
Collapse
Affiliation(s)
- Javier Vázquez
- Pharmacelera, Plaça Pau Vila, 1, Sector C 2a, Edificio Palau de Mar, 08039 Barcelona, Spain;
- Department of Nutrition, Food Science and Gastronomy, Faculty of Pharmacy and Food Sciences, Institute of Biomedicine (IBUB), and Institute of Theoretical and Computational Chemistry (IQTC-UB), University of Barcelona, Av. Prat de la Riba 171, E-08921 Santa Coloma de Gramanet, Spain
| | - Manel López
- AB Science, Parc Scientifique de Luminy, Zone Luminy Enterprise, Case 922, 163 Av. de Luminy, 13288 Marseille, France;
| | - Enric Gibert
- Pharmacelera, Plaça Pau Vila, 1, Sector C 2a, Edificio Palau de Mar, 08039 Barcelona, Spain;
| | - Enric Herrero
- Pharmacelera, Plaça Pau Vila, 1, Sector C 2a, Edificio Palau de Mar, 08039 Barcelona, Spain;
| | - F. Javier Luque
- Department of Nutrition, Food Science and Gastronomy, Faculty of Pharmacy and Food Sciences, Institute of Biomedicine (IBUB), and Institute of Theoretical and Computational Chemistry (IQTC-UB), University of Barcelona, Av. Prat de la Riba 171, E-08921 Santa Coloma de Gramanet, Spain
| |
Collapse
|