201
|
Huang F, Hu H, Wang K, Peng C, Xu W, Zhang Y, Gao J, Liu Y, Zhou H, Huang R, Li M, Shen J, Xu Y. Identification of Highly Selective Lipoprotein-Associated Phospholipase A2 (Lp-PLA2) Inhibitors by a Covalent Fragment-Based Approach. J Med Chem 2020; 63:7052-7065. [DOI: 10.1021/acs.jmedchem.0c00372] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Affiliation(s)
- Fubao Huang
- State Key Laboratory of Drug Research, Chinese Academy of Sciences, Shanghai 201203, China
- Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China
| | - Hangchen Hu
- CAS Key Laboratory of Receptor Research, Chinese Academy of Sciences, Shanghai 201203, China
- Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Kai Wang
- State Key Laboratory of Drug Research, Chinese Academy of Sciences, Shanghai 201203, China
- Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China
| | - Chengyuan Peng
- Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China
| | - Wenwei Xu
- Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China
| | - Yu Zhang
- Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China
| | - Jing Gao
- CAS Key Laboratory of Receptor Research, Chinese Academy of Sciences, Shanghai 201203, China
- Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China
| | - Yishen Liu
- Nanchang University, Nanchang 330031, China
| | - Hu Zhou
- CAS Key Laboratory of Receptor Research, Chinese Academy of Sciences, Shanghai 201203, China
- Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China
| | - Ruimin Huang
- Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China
| | - Minjun Li
- Shanghai Synchrotron Radiation Facility, Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai 201203, China
| | - Jianhua Shen
- State Key Laboratory of Drug Research, Chinese Academy of Sciences, Shanghai 201203, China
- Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China
| | - Yechun Xu
- CAS Key Laboratory of Receptor Research, Chinese Academy of Sciences, Shanghai 201203, China
- Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| |
Collapse
|
202
|
Wei L, Wen W, Rao L, Huang Y, Lei M, Liu K, Hu S, Song R, Ren Y, Wan J. Cov_FB3D: A De Novo Covalent Drug Design Protocol Integrating the BA-SAMP Strategy and Machine-Learning-Based Synthetic Tractability Evaluation. J Chem Inf Model 2020; 60:4388-4402. [PMID: 32233478 DOI: 10.1021/acs.jcim.9b01197] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
De novo drug design actively seeks to use sets of chemical rules for the fast and efficient identification of structurally new chemotypes with the desired set of biological properties. Fragment-based de novo design tools have been successfully applied in the discovery of noncovalent inhibitors. Nevertheless, these tools are rarely applied in the field of covalent inhibitor design. Herein, we present a new protocol, called Cov_FB3D, which involves the in silico assembly of potential novel covalent inhibitors by identifying the active fragments in the covalently binding site of the target protein. In this protocol, we propose a BA-SAMP strategy, which combines the noncovalent moiety score with the X-Score as the molecular mechanism (MM) level, and the covalent candidate score with the PM7 as the QM level. The synthetic accessibility of each suggested compound could be further evaluated with machine-learning-based synthetic complexity evaluation (SCScore). An in-depth test of this protocol against the crystal structures of 15 covalent complexes consisting of BTK inhibitors, KRAS inhibitors, EGFR inhibitors, EphB1 inhibitors, MAGL inhibitors, and MAPK inhibitors revealed that most of these inhibitors could be de novo reproduced from the fragments by Cov_FB3D. The binding modes of most generated reference poses could accurately reproduce the known binding mode of most of the reference covalent adduct in the binding site (RMSD ≤ 2 Å). In particular, most of these inhibitors were ranked in the top 2%, using the BA-SAMP strategy. Notably, the novel human ALDOA inhibitor (T1) with potent inhibitory activity (0.34 ± 0.03 μM) and greater synthetic accessibility was successfully de novo designed by this protocol. The positive results confirm the abilities of Cov_FB3D protocol.
Collapse
Affiliation(s)
- Lin Wei
- International Cooperation Base of Pesticide and Green Synthesis (Hubei), Key Laboratory of Pesticide & Chemical Biology (CCNU), Ministry of Education, Department of Chemistry, Central China Normal University, Wuhan 430079, China
| | - Wuqiang Wen
- International Cooperation Base of Pesticide and Green Synthesis (Hubei), Key Laboratory of Pesticide & Chemical Biology (CCNU), Ministry of Education, Department of Chemistry, Central China Normal University, Wuhan 430079, China
| | - Li Rao
- International Cooperation Base of Pesticide and Green Synthesis (Hubei), Key Laboratory of Pesticide & Chemical Biology (CCNU), Ministry of Education, Department of Chemistry, Central China Normal University, Wuhan 430079, China
| | - Yunyuan Huang
- International Cooperation Base of Pesticide and Green Synthesis (Hubei), Key Laboratory of Pesticide & Chemical Biology (CCNU), Ministry of Education, Department of Chemistry, Central China Normal University, Wuhan 430079, China
| | - Mengting Lei
- International Cooperation Base of Pesticide and Green Synthesis (Hubei), Key Laboratory of Pesticide & Chemical Biology (CCNU), Ministry of Education, Department of Chemistry, Central China Normal University, Wuhan 430079, China
| | - Kai Liu
- Institute of Marine Drugs, Guangxi University of Chinese Medicine, Nanning, 530200, People's Republic of China
| | - Saiya Hu
- International Cooperation Base of Pesticide and Green Synthesis (Hubei), Key Laboratory of Pesticide & Chemical Biology (CCNU), Ministry of Education, Department of Chemistry, Central China Normal University, Wuhan 430079, China
| | - Rongrong Song
- International Cooperation Base of Pesticide and Green Synthesis (Hubei), Key Laboratory of Pesticide & Chemical Biology (CCNU), Ministry of Education, Department of Chemistry, Central China Normal University, Wuhan 430079, China
| | - Yanliang Ren
- International Cooperation Base of Pesticide and Green Synthesis (Hubei), Key Laboratory of Pesticide & Chemical Biology (CCNU), Ministry of Education, Department of Chemistry, Central China Normal University, Wuhan 430079, China
| | - Jian Wan
- International Cooperation Base of Pesticide and Green Synthesis (Hubei), Key Laboratory of Pesticide & Chemical Biology (CCNU), Ministry of Education, Department of Chemistry, Central China Normal University, Wuhan 430079, China
| |
Collapse
|
203
|
Substituted 1-methyl-4-phenylpyrrolidin-2-ones – Fragment-based design of N-methylpyrrolidone-derived bromodomain inhibitors. Eur J Med Chem 2020; 191:112120. [DOI: 10.1016/j.ejmech.2020.112120] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2019] [Revised: 01/16/2020] [Accepted: 02/03/2020] [Indexed: 01/12/2023]
|
204
|
Dandawate P, Kaushik G, Ghosh C, Standing D, Sayed AAA, Choudhury S, Subramaniam D, Manzardo A, Banerjee T, Santra S, Ramamoorthy P, Butler M, Padhye SB, Baranda J, Kasi A, Sun W, Tawfik O, Coppola D, Malafa M, Umar S, Soares MJ, Saha S, Weir SJ, Dhar A, Jensen RA, Thomas SM, Anant S. Diphenylbutylpiperidine Antipsychotic Drugs Inhibit Prolactin Receptor Signaling to Reduce Growth of Pancreatic Ductal Adenocarcinoma in Mice. Gastroenterology 2020; 158:1433-1449.e27. [PMID: 31786131 PMCID: PMC7103550 DOI: 10.1053/j.gastro.2019.11.279] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2019] [Revised: 11/04/2019] [Accepted: 11/19/2019] [Indexed: 12/12/2022]
Abstract
BACKGROUND & AIMS Prolactin (PRL) signaling is up-regulated in hormone-responsive cancers. The PRL receptor (PRLR) is a class I cytokine receptor that signals via the Janus kinase (JAK)-signal transducer and activator of transcription and mitogen-activated protein kinase pathways to regulate cell proliferation, migration, stem cell features, and apoptosis. Patients with pancreatic ductal adenocarcinoma (PDAC) have high plasma levels of PRL. We investigated whether PRLR signaling contributes to the growth of pancreatic tumors in mice. METHODS We used immunohistochemical analyses to compare levels of PRL and PRLR in multitumor tissue microarrays. We used structure-based virtual screening and fragment-based drug discovery to identify compounds likely to bind PRLR and interfere with its signaling. Human pancreatic cell lines (AsPC-1, BxPC-3, Panc-1, and MiaPaCa-2), with or without knockdown of PRLR (clustered regularly interspaced short palindromic repeats or small hairpin RNA), were incubated with PRL or penfluridol and analyzed in proliferation and spheroid formation. C57BL/6 mice were given injections of UNKC-6141 cells, with or without knockdown of PRLR, into pancreas, and tumor development was monitored for 4 weeks, with some mice receiving penfluridol treatment for 21 days. Human pancreatic tumor tissues were implanted into interscapular fat pads of NSG mice, and mice were given injections of penfluridol daily for 28 days. Nude mice were given injections of Panc-1 cells, xenograft tumors were grown for 2 weeks, and mice were then given intraperitoneal penfluridol for 35 days. Tumors were collected from mice and analyzed by histology, immunohistochemistry, and immunoblots. RESULTS Levels of PRLR were increased in PDAC compared with nontumor pancreatic tissues. Incubation of pancreatic cell lines with PRL activated signaling via JAK2-signal transducer and activator of transcription 3 and extracellular signal-regulated kinase, as well as formation of pancospheres and cell migration; these activities were not observed in cells with PRLR knockdown. Pancreatic cancer cells with PRLR knockdown formed significantly smaller tumors in mice. We identified several diphenylbutylpiperidine-class antipsychotic drugs as agents that decreased PRL-induced JAK2 signaling; incubation of pancreatic cancer cells with these compounds reduced their proliferation and formation of panco spheres. Injections of 1 of these compounds, penfluridol, slowed the growth of xenograft tumors in the different mouse models, reducing proliferation and inducing autophagy of the tumor cells. CONCLUSIONS Levels of PRLR are increased in PDAC, and exposure to PRL increases proliferation and migration of pancreatic cancer cells. Antipsychotic drugs, such as penfluridol, block PRL signaling in pancreatic cancer cells to reduce their proliferation, induce autophagy, and slow the growth of xenograft tumors in mice. These drugs might be tested in patients with PDAC.
Collapse
Affiliation(s)
- Prasad Dandawate
- Department of Cancer Biology, University of Kansas Medical Center, Kansas City, KS 66160
| | - Gaurav Kaushik
- Department of Surgery, University of Kansas Medical Center, Kansas City, KS 66160
| | - Chandrayee Ghosh
- Department of Cancer Biology, University of Kansas Medical Center, Kansas City, KS 66160
| | - David Standing
- Department of Cancer Biology, University of Kansas Medical Center, Kansas City, KS 66160
| | - Afreen Asif Ali Sayed
- Department of Cancer Biology, University of Kansas Medical Center, Kansas City, KS 66160
| | - Sonali Choudhury
- Department of Cancer Biology, University of Kansas Medical Center, Kansas City, KS 66160
| | | | - Ann Manzardo
- Department of Psychiatry and Behavioral Sciences, University of Kansas Medical Center, Kansas City, KS 66160
| | - Tuhina Banerjee
- Department of Chemistry, Pittsburg State University, Pittsburg, KS 66762, USA
| | - Santimukul Santra
- Department of Chemistry, Pittsburg State University, Pittsburg, KS 66762, USA
| | - Prabhu Ramamoorthy
- Department of Cancer Biology, University of Kansas Medical Center, Kansas City, KS 66160
| | - Merlin Butler
- Department of Psychiatry and Behavioral Sciences, University of Kansas Medical Center, Kansas City, KS 66160
| | - Subhash B. Padhye
- Department of Cancer Biology, University of Kansas Medical Center, Kansas City, KS 66160, Interdisciplinary Science and Technology Research Academy, Abeda Inamdar College, University of Pune, Pune 411001
| | - Joaquina Baranda
- Department of Internal Medicine, University of Kansas Medical Center, Kansas City, KS 66160
| | - Anup Kasi
- Department of Internal Medicine, University of Kansas Medical Center, Kansas City, KS 66160
| | - Weijing Sun
- Department of Internal Medicine, University of Kansas Medical Center, Kansas City, KS 66160
| | - Ossama Tawfik
- Department of Pathology and Laboratory Medicine, University of Kansas Medical Center, Kansas City, KS 66160
| | - Domenico Coppola
- Department of Gastrointestinal Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612
| | - Mokenge Malafa
- Department of Gastrointestinal Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612
| | - Shahid Umar
- Department of Surgery, University of Kansas Medical Center, Kansas City, KS 66160
| | - Michael J. Soares
- Department of Pathology and Laboratory Medicine, University of Kansas Medical Center, Kansas City, KS 66160, Department of Obstetrics and Gynecology, University of Kansas Medical Center, Kansas City, KS 66160, Department of Pediatrics, University of Kansas Medical Center, Kansas City, KS 66160, Center for Perinatal Research, Children’s Research Institute, Children’s Mercy-Kansas City, MO 64108
| | - Subhrajit Saha
- Department of Radiation Oncology, University of Kansas Medical Center, Kansas City, KS 66160
| | - Scott J. Weir
- Department of Cancer Biology, University of Kansas Medical Center, Kansas City, KS 66160, Department of Pharmacology, Toxicology and Therapeutics, University of Kansas Medical Center, Kansas City, KS 66160
| | - Animesh Dhar
- Department of Cancer Biology, University of Kansas Medical Center, Kansas City, KS 66160
| | - Roy A. Jensen
- Department of Cancer Biology, University of Kansas Medical Center, Kansas City, KS 66160, Department of Pathology and Laboratory Medicine, University of Kansas Medical Center, Kansas City, KS 66160
| | - Sufi Mary Thomas
- Department of Cancer Biology, University of Kansas Medical Center, Kansas City, KS 66160, Department of Otolaryngology, University of Kansas Medical Center, Kansas City, KS 66160
| | - Shrikant Anant
- Department of Cancer Biology, University of Kansas Medical Center, Kansas City, Kansas; Department of Surgery, University of Kansas Medical Center, Kansas City, Kansas; Interdisciplinary Science and Technology Research Academy, Abeda Inamdar College, University of Pune, Pune.
| |
Collapse
|
205
|
Loeffler JR, Fernández-Quintero ML, Schauperl M, Liedl KR. STACKED - Solvation Theory of Aromatic Complexes as Key for Estimating Drug Binding. J Chem Inf Model 2020; 60:2304-2313. [PMID: 32142283 PMCID: PMC7189365 DOI: 10.1021/acs.jcim.9b01165] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
![]()
The
use of fragments to biophysically characterize a protein binding
pocket and determine the strengths of certain interactions is a computationally
and experimentally commonly applied approach. Almost all drug like
molecules contain at least one aromatic moiety forming stacking interactions
in the binding pocket. In computational drug design, the strength
of stacking and the resulting optimization of the aromatic core or
moiety is usually calculated using high level quantum mechanical approaches.
However, as these calculations are performed in a vacuum, solvation
properties are neglected. We close this gap by using Grid Inhomogeneous
Solvation Theory (GIST) to describe the properties of individual heteroaromatics
and complexes and thereby estimate the desolvation penalty. In our
study, we investigated the solvation free energies of heteroaromatics
frequently occurring in drug design projects in complex with truncated
side chains of phenylalanine, tyrosine, and tryptophan. Furthermore,
we investigated the properties of drug-fragments crystallized in a
fragment-based lead optimization approach investigating PDE-10-A.
We do not only find good correlation for the estimated desolvation
penalty and the experimental binding free energy, but our calculations
also allow us to predict prominent interaction sites. We highlight
the importance of including the desolvation penalty of the respective
heteroaromatics in stacked complexes to explain the gain or loss in
affinity of potential lead compounds.
Collapse
Affiliation(s)
- Johannes R Loeffler
- Institute of General, Inorganic and Theoretical Chemistry, and Center of Molecular Biosciences Innsbruck (CMBI), University of Innsbruck, Innrain 80-82, A-6020 Innsbruck, Tyrol, Austria
| | - Monica L Fernández-Quintero
- Institute of General, Inorganic and Theoretical Chemistry, and Center of Molecular Biosciences Innsbruck (CMBI), University of Innsbruck, Innrain 80-82, A-6020 Innsbruck, Tyrol, Austria
| | - Michael Schauperl
- Institute of General, Inorganic and Theoretical Chemistry, and Center of Molecular Biosciences Innsbruck (CMBI), University of Innsbruck, Innrain 80-82, A-6020 Innsbruck, Tyrol, Austria
| | - Klaus R Liedl
- Institute of General, Inorganic and Theoretical Chemistry, and Center of Molecular Biosciences Innsbruck (CMBI), University of Innsbruck, Innrain 80-82, A-6020 Innsbruck, Tyrol, Austria
| |
Collapse
|
206
|
PETRA: Drug Engineering via Rigidity Analysis. Molecules 2020; 25:molecules25061304. [PMID: 32178472 PMCID: PMC7144111 DOI: 10.3390/molecules25061304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2020] [Revised: 02/19/2020] [Accepted: 02/25/2020] [Indexed: 11/23/2022] Open
Abstract
Rational drug design aims to develop pharmaceutical agents that impart maximal therapeutic benefits via their interaction with their intended biological targets. In the past several decades, advances in computational tools that inform wet-lab techniques have aided the development of a wide variety of new medicines with high efficacies. Nonetheless, drug development remains a time and cost intensive process. In this work, we have developed a computational pipeline for assessing how individual atoms contribute to a ligand’s effect on the structural stability of a biological target. Our approach takes as input a protein-ligand resolved PDB structure file and systematically generates all possible ligand variants. We assess how the atomic-level edits to the ligand alter the drug’s effect via a graph theoretic rigidity analysis approach. We demonstrate, via four case studies of common drugs, the utility of our pipeline and corroborate our analyses with known biophysical properties of the medicines, as reported in the literature.
Collapse
|
207
|
Ferraz R, Silva D, Dias AR, Dias V, Santos MM, Pinheiro L, Prudêncio C, Noronha JP, Petrovski Ž, Branco LC. Synthesis and Antibacterial Activity of Ionic Liquids and Organic Salts Based on Penicillin G and Amoxicillin hydrolysate Derivatives against Resistant Bacteria. Pharmaceutics 2020; 12:pharmaceutics12030221. [PMID: 32131540 PMCID: PMC7150922 DOI: 10.3390/pharmaceutics12030221] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2019] [Revised: 02/19/2020] [Accepted: 02/19/2020] [Indexed: 12/21/2022] Open
Abstract
The preparation and characterization of ionic liquids and organic salts (OSILs) that contain anionic penicillin G [secoPen] and amoxicillin [seco-Amx] hydrolysate derivatives and their in vitro antibacterial activity against sensitive and resistant Escherichia coli and Staphylococcus aureus strains is reported. Eleven hydrolyzed β-lactam-OSILs were obtained after precipitation in moderate-to-high yields via the neutralization of the basic ammonia buffer of antibiotics with different cation hydroxide salts. The obtained minimum inhibitory concentration (MIC) data of the prepared compounds showed a relative decrease of the inhibitory concentrations (RDIC) in the order of 100 in the case of [C2OHMIM][seco-Pen] against sensitive S. aureus ATCC25923 and, most strikingly, higher than 1000 with [C16Pyr][seco-Amx] against methicillin-resistant Staphylococcus aureus (MRSA) ATCC 43300. These outstanding in vitro results showcase that a straightforward transformation of standard antibiotics into hydrolyzed organic salts can dramatically change the pharmaceutical activity of a drug, including giving rise to potent formulations of antibiotics against deadly bacteria strains.
Collapse
Affiliation(s)
- Ricardo Ferraz
- Ciências Químicas e das Biomoléculas (CQB) e Centro de Investigação em Saúde e Ambiente (CISA), Escola Superior de Saúde do Instituto Politécnico do Porto, 4400-330 Porto, Portugal; (A.R.D.); (V.D.); (C.P.)
- LAQV-REQUIMTE, Departamento de Química e Bioquímica, Faculdade de Ciências, Universidade do Porto, Rua do Campo Alegre 687, 4169-007 Porto, Portugal
- Correspondence: (R.F.); (Ž.P.); (L.C.B.)
| | - Dário Silva
- LAQV-REQUIMTE, Departamento de Química, Faculdade de Ciências e Tecnologia da Universidade Nova de Lisboa, 2829-516 Caparica, Portugal; (D.S.); (M.M.S.); (L.P.); (J.P.N.)
| | - Ana Rita Dias
- Ciências Químicas e das Biomoléculas (CQB) e Centro de Investigação em Saúde e Ambiente (CISA), Escola Superior de Saúde do Instituto Politécnico do Porto, 4400-330 Porto, Portugal; (A.R.D.); (V.D.); (C.P.)
- LAQV-REQUIMTE, Departamento de Química e Bioquímica, Faculdade de Ciências, Universidade do Porto, Rua do Campo Alegre 687, 4169-007 Porto, Portugal
| | - Vitorino Dias
- Ciências Químicas e das Biomoléculas (CQB) e Centro de Investigação em Saúde e Ambiente (CISA), Escola Superior de Saúde do Instituto Politécnico do Porto, 4400-330 Porto, Portugal; (A.R.D.); (V.D.); (C.P.)
| | - Miguel M. Santos
- LAQV-REQUIMTE, Departamento de Química, Faculdade de Ciências e Tecnologia da Universidade Nova de Lisboa, 2829-516 Caparica, Portugal; (D.S.); (M.M.S.); (L.P.); (J.P.N.)
| | - Luís Pinheiro
- LAQV-REQUIMTE, Departamento de Química, Faculdade de Ciências e Tecnologia da Universidade Nova de Lisboa, 2829-516 Caparica, Portugal; (D.S.); (M.M.S.); (L.P.); (J.P.N.)
| | - Cristina Prudêncio
- Ciências Químicas e das Biomoléculas (CQB) e Centro de Investigação em Saúde e Ambiente (CISA), Escola Superior de Saúde do Instituto Politécnico do Porto, 4400-330 Porto, Portugal; (A.R.D.); (V.D.); (C.P.)
- i3S, Instituto de Inovação e Investigação em Saúde, Universidade do Porto, 4099-002 Porto, Portugal
| | - João Paulo Noronha
- LAQV-REQUIMTE, Departamento de Química, Faculdade de Ciências e Tecnologia da Universidade Nova de Lisboa, 2829-516 Caparica, Portugal; (D.S.); (M.M.S.); (L.P.); (J.P.N.)
| | - Željko Petrovski
- LAQV-REQUIMTE, Departamento de Química, Faculdade de Ciências e Tecnologia da Universidade Nova de Lisboa, 2829-516 Caparica, Portugal; (D.S.); (M.M.S.); (L.P.); (J.P.N.)
- Correspondence: (R.F.); (Ž.P.); (L.C.B.)
| | - Luís C. Branco
- LAQV-REQUIMTE, Departamento de Química, Faculdade de Ciências e Tecnologia da Universidade Nova de Lisboa, 2829-516 Caparica, Portugal; (D.S.); (M.M.S.); (L.P.); (J.P.N.)
- Correspondence: (R.F.); (Ž.P.); (L.C.B.)
| |
Collapse
|
208
|
Hanby AR, Troelsen NS, Osberger TJ, Kidd SL, Mortensen KT, Spring DR. Fsp 3-rich and diverse fragments inspired by natural products as a collection to enhance fragment-based drug discovery. Chem Commun (Camb) 2020; 56:2280-2283. [PMID: 31984987 DOI: 10.1039/c9cc09796a] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Herein, we describe the natural product inspired synthesis of 38 complex small molecules based upon 20 unique frameworks suitable for fragment-based screening. Utilising an efficient strategy, two key building block diastereomers were harnessed to generate novel, three-dimensional fragments which each possess numerous synthetically accessible fragment growth positions.
Collapse
Affiliation(s)
- Abigail R Hanby
- Department of Chemistry, University of Cambridge, Lensfield Rd, Cambridge, UK.
| | - Nikolaj S Troelsen
- Department of Chemistry, University of Cambridge, Lensfield Rd, Cambridge, UK. and Center for Nanomedicine and Theranostics, Department of Chemistry, Technical University of Denmark (DTU), Denmark
| | - Thomas J Osberger
- Department of Chemistry, University of Cambridge, Lensfield Rd, Cambridge, UK. and Department of Chemistry, California State Polytechnic University, Pomona, USA
| | - Sarah L Kidd
- Department of Chemistry, University of Cambridge, Lensfield Rd, Cambridge, UK. and School of Chemistry, University of Leeds, Woodhouse Lane, Leeds, UK
| | - Kim T Mortensen
- Department of Chemistry, University of Cambridge, Lensfield Rd, Cambridge, UK.
| | - David R Spring
- Department of Chemistry, University of Cambridge, Lensfield Rd, Cambridge, UK.
| |
Collapse
|
209
|
Schaller D, Šribar D, Noonan T, Deng L, Nguyen TN, Pach S, Machalz D, Bermudez M, Wolber G. Next generation 3D pharmacophore modeling. WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL MOLECULAR SCIENCE 2020. [DOI: 10.1002/wcms.1468] [Citation(s) in RCA: 57] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Affiliation(s)
- David Schaller
- Pharmaceutical and Medicinal Chemistry Freie Universität Berlin Berlin Germany
| | - Dora Šribar
- Pharmaceutical and Medicinal Chemistry Freie Universität Berlin Berlin Germany
| | - Theresa Noonan
- Pharmaceutical and Medicinal Chemistry Freie Universität Berlin Berlin Germany
| | - Lihua Deng
- Pharmaceutical and Medicinal Chemistry Freie Universität Berlin Berlin Germany
| | - Trung Ngoc Nguyen
- Pharmaceutical and Medicinal Chemistry Freie Universität Berlin Berlin Germany
| | - Szymon Pach
- Pharmaceutical and Medicinal Chemistry Freie Universität Berlin Berlin Germany
| | - David Machalz
- Pharmaceutical and Medicinal Chemistry Freie Universität Berlin Berlin Germany
| | - Marcel Bermudez
- Pharmaceutical and Medicinal Chemistry Freie Universität Berlin Berlin Germany
| | - Gerhard Wolber
- Pharmaceutical and Medicinal Chemistry Freie Universität Berlin Berlin Germany
| |
Collapse
|
210
|
Zhang D, Burdette BE, Wang Z, Karn K, Li HY, Schramm VL, Tyler PC, Evans GB, Wang S. Transition State Analogues Enhanced by Fragment-Based Structural Analysis: Bacterial Methylthioadenosine Nucleosidases. Biochemistry 2020; 59:831-835. [PMID: 32022543 PMCID: PMC10644263 DOI: 10.1021/acs.biochem.9b01092] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Transition state analogue inhibitor design (TSID) and fragment-based drug design (FBDD) are drug design approaches typically used independently. Methylthio-DADMe-Immucillin-A (MTDIA) is a tight-binding transition state analogue of bacterial 5'-methylthioadenosine nucleosidases (MTANs). Previously, Salmonella enterica MTAN structures were found to bind MTDIA and ethylene glycol fragments, but MTDIA modified to contain similar fragments did not enhance affinity. Seventy-five published MTAN structures were analyzed, and co-crystallization fragments were found that might enhance the binding of MTDIA to other bacterial MTANs through contacts external to MTDIA binding. The fragment-modified MTDIAs were tested with Helicobacter pylori MTAN and Staphylococcus aureus MTANs (HpMTAN and SaMTAN) as test cases to explore inhibitor optimization by potential contacts beyond the transition state contacts. Replacement of a methyl group with a 2'-ethoxyethanol group in MTDIA improved the dissociation constant 14-fold (0.09 nM vs 1.25 nM) for HpMTAN and 81-fold for SaMTAN (0.096 nM vs 7.8 nM). TSID combined with FBDD can be useful in enhancing already powerful inhibitors.
Collapse
Affiliation(s)
- Di Zhang
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China; Department of Chemistry, University of Arkansas at Little Rock, Little Rock, Arkansas 72204, United States
| | - Brandon E. Burdette
- Department of Chemistry, University of Arkansas at Little Rock, Little Rock, Arkansas 72204, United States
| | - Zhengyu Wang
- Department of Pharmaceutical Sciences, University of Arkansas for Medical Science, Little Rock, Arkansas 72205, United States
| | - Kumari Karn
- Department of Chemistry, University of Arkansas at Little Rock, Little Rock, Arkansas 72204, United States
| | - Hong-yu Li
- Department of Pharmaceutical Sciences, University of Arkansas for Medical Science, Little Rock, Arkansas 72205, United States
| | - Vern L. Schramm
- Department of Biochemistry, Albert Einstein College of Medicine, New York, New York 10461, United States
| | - Peter C. Tyler
- Ferrier Research Institute, Victoria University of Wellington, Wellington 5040, New Zealand
| | - Gary B. Evans
- Ferrier Research Institute, Victoria University of Wellington, Wellington 5040, New Zealand
| | - Shanzhi Wang
- Department of Chemistry, University of Arkansas at Little Rock, Little Rock, Arkansas 72204, United States
| |
Collapse
|
211
|
Messick TE, Smith GR, Soldan SS, McDonnell ME, Deakyne JS, Malecka KA, Tolvinski L, van den Heuvel APJ, Gu BW, Cassel JA, Tran DH, Wassermann BR, Zhang Y, Velvadapu V, Zartler ER, Busson P, Reitz AB, Lieberman PM. Structure-based design of small-molecule inhibitors of EBNA1 DNA binding blocks Epstein-Barr virus latent infection and tumor growth. Sci Transl Med 2020; 11:11/482/eaau5612. [PMID: 30842315 DOI: 10.1126/scitranslmed.aau5612] [Citation(s) in RCA: 73] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2018] [Accepted: 02/07/2019] [Indexed: 12/14/2022]
Abstract
Epstein-Barr virus (EBV) is a DNA tumor virus responsible for 1 to 2% of human cancers including subtypes of Burkitt's lymphoma, Hodgkin's lymphoma, gastric carcinoma, and nasopharyngeal carcinoma (NPC). Persistent latent infection drives EBV-associated tumorigenesis. Epstein-Barr nuclear antigen 1 (EBNA1) is the only viral protein consistently expressed in all EBV-associated tumors and is therefore an attractive target for therapeutic intervention. It is a multifunctional DNA binding protein critical for viral replication, genome maintenance, viral gene expression, and host cell survival. Using a fragment-based approach and x-ray crystallography, we identify a 2,3-disubstituted benzoic acid series that selectively inhibits the DNA binding activity of EBNA1. We characterize these inhibitors biochemically and in cell-based assays, including chromatin immunoprecipitation and DNA replication assays. In addition, we demonstrate the potency of EBNA1 inhibitors to suppress tumor growth in several EBV-dependent xenograft models, including patient-derived xenografts for NPC. These inhibitors selectively block EBV gene transcription and alter the cellular transforming growth factor-β (TGF-β) signaling pathway in NPC tumor xenografts. These EBNA1-specific inhibitors show favorable pharmacological properties and have the potential to be further developed for the treatment of EBV-associated malignancies.
Collapse
Affiliation(s)
- Troy E Messick
- The Wistar Institute, 3601 Spruce Street, Philadelphia, PA 19104, USA.
| | - Garry R Smith
- Fox Chase Chemical Diversity Center Inc., 3805 Old Easton Road, Doylestown, PA 18902, USA
| | - Samantha S Soldan
- The Wistar Institute, 3601 Spruce Street, Philadelphia, PA 19104, USA
| | - Mark E McDonnell
- Fox Chase Chemical Diversity Center Inc., 3805 Old Easton Road, Doylestown, PA 18902, USA.,Vironika LLC, 3624 Market Street, Ste 5E, Philadelphia, PA 19104, USA
| | | | | | - Lois Tolvinski
- The Wistar Institute, 3601 Spruce Street, Philadelphia, PA 19104, USA
| | | | - Bai-Wei Gu
- Vironika LLC, 3624 Market Street, Ste 5E, Philadelphia, PA 19104, USA
| | - Joel A Cassel
- Vironika LLC, 3624 Market Street, Ste 5E, Philadelphia, PA 19104, USA
| | - Donna H Tran
- The Wistar Institute, 3601 Spruce Street, Philadelphia, PA 19104, USA
| | | | - Yan Zhang
- Fox Chase Chemical Diversity Center Inc., 3805 Old Easton Road, Doylestown, PA 18902, USA
| | - Venkata Velvadapu
- Fox Chase Chemical Diversity Center Inc., 3805 Old Easton Road, Doylestown, PA 18902, USA
| | - Edward R Zartler
- Quantum Tessera Consulting LLC, 508 Tawnyberry Lane, Collegeville, PA 19426, USA
| | - Pierre Busson
- Institut Gustave Roussy, 114 Rue Edouard Vaillant, 84800 Villejuif, France
| | - Allen B Reitz
- Fox Chase Chemical Diversity Center Inc., 3805 Old Easton Road, Doylestown, PA 18902, USA
| | - Paul M Lieberman
- The Wistar Institute, 3601 Spruce Street, Philadelphia, PA 19104, USA.
| |
Collapse
|
212
|
Kumar A, Rai S, Rathi E, Agarwal P, Kini SG. Pharmacophore-guided fragment-based design of novel mammalian target of rapamycin inhibitors: extra precision docking, fingerprint-based 2D and atom-based 3D-QSAR modelling. J Biomol Struct Dyn 2020; 39:1155-1173. [PMID: 32037974 DOI: 10.1080/07391102.2020.1726816] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
Rapamycin and their derivatives known as rapalogs were the first-generation mTOR inhibitors which interacted with mTORC1 but not with the mTORC2 protein. Second-generation inhibitors could bind with both and showed excellent anti-proliferative activity. Our aim was to design novel mTOR inhibitors which could bind at both the allosteric and the kinase site. The FRB domain is present in both the mTORC1 and mTORC2 protein complexes. We have employed e-pharmacophore-guided fragment-based design to develop novel mTOR inhibitors. The affinity of designed molecules at both the sites was analysed using molecular docking in extra precision mode. The atom-based 3D-QSAR model was developed to predict the activity while the fingerprint-based 2D-QSAR model was employed to refine an identified hit as potent dual mTOR inhibitor. Ligand ASK23 showed a docking score of -15.452 kcal/mol at the allosteric site (PDB ID 5GPG) while ASK38 showed a docking score of -11.535 kcal/mol at the kinase site (PDB ID 4JT6). Ligand ASK12 showed binding energy of -106.23 kcal/mol at the allosteric site. Refined molecule ASK12a from ASK12 showed the highest predicted activity (pIC50: 6.512). The stability of the best hits and receptor complex was analysed using molecular dynamics simulation studies. Herein we report five potential mTOR dual inhibitors based on the predicted activity, drug-likeness analysis and off-target effects. To the best of our knowledge, this is the first report on pharmacophore-guided fragment-based drug design for mTOR inhibitors. This design strategy can be used for the rational drug design against other proteins for which only apo-structures are available. Communicated by Ramaswamy H. Sarma.
Collapse
Affiliation(s)
- Avinash Kumar
- Department of Pharmaceutical Chemistry, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | - Sudhanshu Rai
- Department of Pharmaceutical Chemistry, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | - Ekta Rathi
- Department of Pharmaceutical Chemistry, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | - Paridhi Agarwal
- Department of Pharmaceutical Chemistry, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | - Suvarna G Kini
- Department of Pharmaceutical Chemistry, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, India
| |
Collapse
|
213
|
Perez C, Soler D, Soliva R, Guallar V. FragPELE: Dynamic Ligand Growing within a Binding Site. A Novel Tool for Hit-To-Lead Drug Design. J Chem Inf Model 2020; 60:1728-1736. [PMID: 32027130 DOI: 10.1021/acs.jcim.9b00938] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The early stages of drug discovery rely on hit-to-lead programs, where initial hits undergo partial optimization to improve binding affinities for their biological target. This is an expensive and time-consuming process, requiring multiple iterations of trial and error designs, an ideal scenario for applying computer simulation. However, most state-of-the-art modeling techniques fail to provide a fast and reliable answer to the Induced-Fit protein-ligand problem. To aid in this matter, we present FragPELE, a new tool for in silico hit-to-lead drug design, capable of growing a fragment from a bound core while exploring the protein-ligand conformational space. We tested the ability of FragPELE to predict crystallographic data, even in cases where cryptic sub-pockets open because of the presence of particular R-groups. Additionally, we evaluated the potential of the software on growing and scoring five congeneric series from the 2015 FEP+ dataset, comparing them to FEP+, SP and Induced-Fit Glide, and MMGBSA simulations. Results show that FragPELE could be useful not only for finding new cavities and novel binding modes in cases where standard docking tools cannot but also to rank ligand activities in a reasonable amount of time and with acceptable precision.
Collapse
Affiliation(s)
- Carles Perez
- Life Sciences Department, Barcelona Supercomputing Center (BSC), Barcelona 08034, Spain
| | - Daniel Soler
- Nostrum Biodiscovery, Carrer Jordi Girona 29, Nexus II D128, 08034 Barcelona, Spain
| | - Robert Soliva
- Nostrum Biodiscovery, Carrer Jordi Girona 29, Nexus II D128, 08034 Barcelona, Spain
| | - Victor Guallar
- Life Sciences Department, Barcelona Supercomputing Center (BSC), Barcelona 08034, Spain.,ICREA: Institució Catalana de Recerca i Estudis Avançats, Passeig Lluís Companys 23, 08010 Barcelona, Spain
| |
Collapse
|
214
|
Feyaerts AF, Luyten W, Van Dijck P. Striking essential oil: tapping into a largely unexplored source for drug discovery. Sci Rep 2020; 10:2867. [PMID: 32071337 PMCID: PMC7028914 DOI: 10.1038/s41598-020-59332-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2019] [Accepted: 01/24/2020] [Indexed: 12/27/2022] Open
Abstract
Essential oils (EOs) have been used therapeutically for centuries. In recent decades, randomized controlled (clinical) trials have supported efficacy in specific therapeutic indications for a few of them. Some EOs, their components or derivatives thereof have been approved as drugs. Nevertheless, they are still considered products that are mainly used in complementary and alternative medicine. EO components occupy a special niche in chemical space, that offers unique opportunities based on their unusual physicochemical properties, because they are typically volatile and hydrophobic. Here we evaluate selected physicochemical parameters, used in conventional drug discovery, of EO components present in a range of commercially available EOs. We show that, contrary to generally held belief, most EO components meet current-day requirements of medicinal chemistry for good drug candidates. Moreover, they also offer attractive opportunities for lead optimization or even fragment-based drug discovery. Because their therapeutic potential is still under-scrutinized, we propose that this be explored more vigorously with present-day methods.
Collapse
Affiliation(s)
- Adam F Feyaerts
- VIB Center for Microbiology, KU Leuven, 3001, Leuven, Belgium.
- Laboratory of Molecular Cell Biology, KU Leuven, 3001, Leuven, Belgium.
| | - Walter Luyten
- Department of Biology, KU Leuven, 3000, Leuven, Belgium
| | - Patrick Van Dijck
- VIB Center for Microbiology, KU Leuven, 3001, Leuven, Belgium.
- Laboratory of Molecular Cell Biology, KU Leuven, 3001, Leuven, Belgium.
| |
Collapse
|
215
|
Dalton SE, Campos S. Covalent Small Molecules as Enabling Platforms for Drug Discovery. Chembiochem 2020; 21:1080-1100. [DOI: 10.1002/cbic.201900674] [Citation(s) in RCA: 42] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2019] [Indexed: 12/17/2022]
Affiliation(s)
- Samuel E. Dalton
- Astex Pharmaceuticals 436 Cambridge Science Park Milton Road Cambridge CB4 0QA UK
| | - Sebastien Campos
- PharmaronDrug Discovery Services Europe Hertford Road Hoddesdon Hertfordshire EN11 9BU UK
| |
Collapse
|
216
|
Zhong M, Lynch A, Muellers SN, Jehle S, Luo L, Hall DR, Iwase R, Carolan JP, Egbert M, Wakefield A, Streu K, Harvey CM, Ortet PC, Kozakov D, Vajda S, Allen KN, Whitty A. Interaction Energetics and Druggability of the Protein-Protein Interaction between Kelch-like ECH-Associated Protein 1 (KEAP1) and Nuclear Factor Erythroid 2 Like 2 (Nrf2). Biochemistry 2020; 59:563-581. [PMID: 31851823 PMCID: PMC8177486 DOI: 10.1021/acs.biochem.9b00943] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Development of small molecule inhibitors of protein-protein interactions (PPIs) is hampered by our poor understanding of the druggability of PPI target sites. Here, we describe the combined application of alanine-scanning mutagenesis, fragment screening, and FTMap computational hot spot mapping to evaluate the energetics and druggability of the highly charged PPI interface between Kelch-like ECH-associated protein 1 (KEAP1) and nuclear factor erythroid 2 like 2 (Nrf2), an important drug target. FTMap identifies four binding energy hot spots at the active site. Only two of these are exploited by Nrf2, which alanine scanning of both proteins shows to bind primarily through E79 and E82 interacting with KEAP1 residues S363, R380, R415, R483, and S508. We identify fragment hits and obtain X-ray complex structures for three fragments via crystal soaking using a new crystal form of KEAP1. Combining these results provides a comprehensive and quantitative picture of the origins of binding energy at the interface. Our findings additionally reveal non-native interactions that might be exploited in the design of uncharged synthetic ligands to occupy the same site on KEAP1 that has evolved to bind the highly charged DEETGE binding loop of Nrf2. These include π-stacking with KEAP1 Y525 and interactions at an FTMap-identified hot spot deep in the binding site. Finally, we discuss how the complementary information provided by alanine-scanning mutagenesis, fragment screening, and computational hot spot mapping can be integrated to more comprehensively evaluate PPI druggability.
Collapse
Affiliation(s)
| | | | | | | | | | - David R Hall
- Acpharis, Inc. , 160 North Mill Street , Holliston , Massachusetts 01746 , United States
| | | | | | | | | | | | | | | | - Dima Kozakov
- Department of Applied Mathematics , Stony Brook University , Stony Brook , New York 11794 , United States
| | - Sandor Vajda
- Biomolecular Engineering Research Center , Boston University , Boston , Massachusetts 02215 , United States
| | - Karen N Allen
- Biomolecular Engineering Research Center , Boston University , Boston , Massachusetts 02215 , United States
| | - Adrian Whitty
- Biomolecular Engineering Research Center , Boston University , Boston , Massachusetts 02215 , United States
| |
Collapse
|
217
|
Gao K, Oerlemans R, Groves MR. Theory and applications of differential scanning fluorimetry in early-stage drug discovery. Biophys Rev 2020; 12:85-104. [PMID: 32006251 PMCID: PMC7040159 DOI: 10.1007/s12551-020-00619-2] [Citation(s) in RCA: 145] [Impact Index Per Article: 29.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2019] [Accepted: 01/08/2020] [Indexed: 02/06/2023] Open
Abstract
Differential scanning fluorimetry (DSF) is an accessible, rapid, and economical biophysical technique that has seen many applications over the years, ranging from protein folding state detection to the identification of ligands that bind to the target protein. In this review, we discuss the theory, applications, and limitations of DSF, including the latest applications of DSF by ourselves and other researchers. We show that DSF is a powerful high-throughput tool in early drug discovery efforts. We place DSF in the context of other biophysical methods frequently used in drug discovery and highlight their benefits and downsides. We illustrate the uses of DSF in protein buffer optimization for stability, refolding, and crystallization purposes and provide several examples of each. We also show the use of DSF in a more downstream application, where it is used as an in vivo validation tool of ligand-target interaction in cell assays. Although DSF is a potent tool in buffer optimization and large chemical library screens when it comes to ligand-binding validation and optimization, orthogonal techniques are recommended as DSF is prone to false positives and negatives.
Collapse
Affiliation(s)
- Kai Gao
- Structure Biology in Drug Design, Drug Design Group XB20, Departments of Pharmacy, University of Groningen, Groningen, The Netherlands
| | - Rick Oerlemans
- Structure Biology in Drug Design, Drug Design Group XB20, Departments of Pharmacy, University of Groningen, Groningen, The Netherlands
| | - Matthew R Groves
- Structure Biology in Drug Design, Drug Design Group XB20, Departments of Pharmacy, University of Groningen, Groningen, The Netherlands.
| |
Collapse
|
218
|
Verma AK, Fatima K, Dudi RK, Tabassum M, Iqbal H, Kumar Y, Luqman S, Mondhe D, Chanda D, Khan F, Shanker K, Negi AS. Antiproliferative activity of diarylnaphthylpyrrolidine derivative via dual target inhibition. Eur J Med Chem 2020; 188:111986. [DOI: 10.1016/j.ejmech.2019.111986] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2019] [Revised: 12/05/2019] [Accepted: 12/17/2019] [Indexed: 11/27/2022]
|
219
|
Erlanson DA, de Esch IJP, Jahnke W, Johnson CN, Mortenson PN. Fragment-to-Lead Medicinal Chemistry Publications in 2018. J Med Chem 2020; 63:4430-4444. [PMID: 31913033 DOI: 10.1021/acs.jmedchem.9b01581] [Citation(s) in RCA: 49] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
This Perspective, the fourth in an annual series, summarizes fragment-to-lead (F2L) success stories published during 2018. Topics such as target class, screening methods, physicochemical properties, and ligand efficiency are discussed for the 2018 examples as well as for the combined 111 F2L examples covering 2015-2018. While the overall properties of fragments and leads have remained constant, a number of new trends are noted, for example, broadening of target class coverage and application of FBDD to covalent inhibitors. Moreover, several studies make use of fragment hits that were previously described in the literature, illustrating that fragments are versatile starting points that can be optimized to structurally diverse leads. By focusing on success stories, the hope is that this Perspective will identify and inform best practices in fragment-based drug discovery.
Collapse
Affiliation(s)
- Daniel A Erlanson
- Frontier Medicines, 151 Oyster Point Boulevard, South San Francisco, California 94080, United States
| | - Iwan J P de Esch
- Division of Medicinal Chemistry, Amsterdam Institute for Molecules, Medicines and Systems (AIMMS), Vrije Universiteit Amsterdam, De Boelelaan 1108, 1081 HZ, Amsterdam, The Netherlands
| | - Wolfgang Jahnke
- Novartis Institutes for Biomedical Research, Chemical Biology and Therapeutics, 4002 Basel, Switzerland
| | - Christopher N Johnson
- Astex Pharmaceuticals, 436 Cambridge Science Park, Milton Road, Cambridge CB4 0QA, United Kingdom
| | - Paul N Mortenson
- Astex Pharmaceuticals, 436 Cambridge Science Park, Milton Road, Cambridge CB4 0QA, United Kingdom
| |
Collapse
|
220
|
Schiedel M, Moroglu M, Ascough DMH, Chamberlain AER, Kamps JJAG, Sekirnik AR, Conway SJ. Chemical Epigenetics: The Impact of Chemical and Chemical Biology Techniques on Bromodomain Target Validation. Angew Chem Int Ed Engl 2019; 58:17930-17952. [DOI: 10.1002/anie.201812164] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2018] [Revised: 01/08/2019] [Indexed: 12/22/2022]
Affiliation(s)
- Matthias Schiedel
- Department of ChemistryChemistry Research LaboratoryUniversity of Oxford Mansfield Road Oxford OX1 3TA UK
| | - Mustafa Moroglu
- Department of ChemistryChemistry Research LaboratoryUniversity of Oxford Mansfield Road Oxford OX1 3TA UK
| | - David M. H. Ascough
- Department of ChemistryChemistry Research LaboratoryUniversity of Oxford Mansfield Road Oxford OX1 3TA UK
| | - Anna E. R. Chamberlain
- Department of ChemistryChemistry Research LaboratoryUniversity of Oxford Mansfield Road Oxford OX1 3TA UK
| | - Jos J. A. G. Kamps
- Department of ChemistryChemistry Research LaboratoryUniversity of Oxford Mansfield Road Oxford OX1 3TA UK
| | - Angelina R. Sekirnik
- Department of ChemistryChemistry Research LaboratoryUniversity of Oxford Mansfield Road Oxford OX1 3TA UK
| | - Stuart J. Conway
- Department of ChemistryChemistry Research LaboratoryUniversity of Oxford Mansfield Road Oxford OX1 3TA UK
| |
Collapse
|
221
|
Herkt M, Batkai S, Thum T. Studying Interactions between 2'-O-Me-Modified Inhibitors and MicroRNAs Utilizing Microscale Thermophoresis. MOLECULAR THERAPY. NUCLEIC ACIDS 2019; 18:259-268. [PMID: 31581050 PMCID: PMC6796726 DOI: 10.1016/j.omtn.2019.08.019] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/05/2019] [Revised: 08/14/2019] [Accepted: 08/14/2019] [Indexed: 11/29/2022]
Abstract
Besides the acquisition of pharmacokinetic parameters of antisense oligonucleotide microRNA (miRNA) inhibitors, such as measuring in vivo concentration, their pharmacodynamic characteristics are also of interest. An emerging and straightforward method for studying molecular interactions is microscale thermophoresis (MST). This technique makes it possible to study interactions between miRNAs and various oligonucleotide inhibitors, independent of the chemical modifications of the inhibitors or their respective target structure, with very little sample volume required compared to competitive techniques, such as surface plasmon resonance (SPR) and isothermal titration calorimetry (ITC). Interaction studies between these inhibitors and their respective target structures were performed, and they allowed the assessment of binding characteristics and parameters, such as EC50 for a number of these inhibitors, with little effort. Furthermore, MST could be utilized for obtaining kinetic binding data of the Argonaute-2 protein with a miRNA, which showed a possible RNA-induced silencing complex (RISC)-mediated turnover of inhibited miRNAs.
Collapse
Affiliation(s)
- Markus Herkt
- Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School (MHH), Hannover, Germany.
| | - Sandor Batkai
- Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School (MHH), Hannover, Germany
| | - Thomas Thum
- Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School (MHH), Hannover, Germany.
| |
Collapse
|
222
|
Hu S, Zhao X, Zhang L. Computational Screening of Potential Inhibitors of β-N-Acetyl-D-Hesosaminidases Using Combined Core-Fragment Growth and Pharmacophore Restraints. Appl Biochem Biotechnol 2019; 189:1262-1273. [PMID: 31240546 DOI: 10.1007/s12010-019-03064-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2019] [Accepted: 06/07/2019] [Indexed: 01/15/2023]
Abstract
As a type of β-N-acetyl-D-hexosaminidase enzyme purified from the Ostriniafurnacalis (Asian corn borer), OfHex1 has been previously reported to participate in chitin degradation, indicating that it may be an ideal target for designing new environmentally friendly pesticides. Besides, a natural product, TMG-chitotriomycin, has been found to be an effective inhibitor of OfHex1, and some studies have shown that the interactions between TMG unit and residues in - 1 subsite of OfHex1 are very conservative and important, inspiring us to design new inhibitors of β-N-acetyl-D-hexosaminidase with a new strategy. In the present study, the virtual screening of TMG unit as the core fragment was conducted using the combined computational methods, such as docking, molecular dynamics, pharmacophore model, and pesticide-likeness rule. Nine compounds with the binding free energy lower than TMG-β-(GlcNAc)2 were obtained. According to the decomposition energy and the interactions analysis, compounds 2, 3, 6 and 8, forming the hydrogen bonds with Val327 and Trp490, were considered as the possible lead structures for the further study. Our findings indicated that fragment-based lead discovery strategy might provide valuable insights into designing novel potential OfHex1 inhibitors.
Collapse
Affiliation(s)
- Song Hu
- Department of Applied Chemistry, College of Science, China Agricultural University, Beijing, 100193, China
| | - Xiao Zhao
- Department of Applied Chemistry, College of Science, China Agricultural University, Beijing, 100193, China
| | - Li Zhang
- Department of Applied Chemistry, College of Science, China Agricultural University, Beijing, 100193, China.
| |
Collapse
|
223
|
Kirsch P, Hartman AM, Hirsch AKH, Empting M. Concepts and Core Principles of Fragment-Based Drug Design. Molecules 2019; 24:molecules24234309. [PMID: 31779114 PMCID: PMC6930586 DOI: 10.3390/molecules24234309] [Citation(s) in RCA: 123] [Impact Index Per Article: 20.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2019] [Revised: 11/11/2019] [Accepted: 11/20/2019] [Indexed: 02/06/2023] Open
Abstract
In this review, a general introduction to fragment-based drug design and the underlying concepts is given. General considerations and methodologies ranging from library selection/construction over biophysical screening and evaluation methods to in-depth hit qualification and subsequent optimization strategies are discussed. These principles can be generally applied to most classes of drug targets. The examples given for fragment growing, merging, and linking strategies at the end of the review are set in the fields of enzyme-inhibitor design and macromolecule–macromolecule interaction inhibition. Building upon the foundation of fragment-based drug discovery (FBDD) and its methodologies, we also highlight a few new trends in FBDD.
Collapse
Affiliation(s)
- Philine Kirsch
- Helmholtz-Institute for Pharmaceutical Research Saarland (HIPS)-Helmholtz Centre for Infection Research (HZI), Department of Drug Design and Optimization (DDOP), Campus E8.1, 66123 Saarbrücken, Germany; (P.K.); (A.M.H.); (A.K.H.H.)
- Department of Pharmacy, Saarland University, Campus E8.1, 66123 Saarbrücken, Germany
- German Centre for Infection Research (DZIF), Partner Site Hannover-Braunschweig, 66123 Saarbrücken, Germany
| | - Alwin M. Hartman
- Helmholtz-Institute for Pharmaceutical Research Saarland (HIPS)-Helmholtz Centre for Infection Research (HZI), Department of Drug Design and Optimization (DDOP), Campus E8.1, 66123 Saarbrücken, Germany; (P.K.); (A.M.H.); (A.K.H.H.)
- Department of Pharmacy, Saarland University, Campus E8.1, 66123 Saarbrücken, Germany
- Stratingh Institute for Chemistry, University of Groningen, Nijenborgh 7, 9747 AG Groningen, The Netherlands
| | - Anna K. H. Hirsch
- Helmholtz-Institute for Pharmaceutical Research Saarland (HIPS)-Helmholtz Centre for Infection Research (HZI), Department of Drug Design and Optimization (DDOP), Campus E8.1, 66123 Saarbrücken, Germany; (P.K.); (A.M.H.); (A.K.H.H.)
- Department of Pharmacy, Saarland University, Campus E8.1, 66123 Saarbrücken, Germany
- Stratingh Institute for Chemistry, University of Groningen, Nijenborgh 7, 9747 AG Groningen, The Netherlands
| | - Martin Empting
- Helmholtz-Institute for Pharmaceutical Research Saarland (HIPS)-Helmholtz Centre for Infection Research (HZI), Department of Drug Design and Optimization (DDOP), Campus E8.1, 66123 Saarbrücken, Germany; (P.K.); (A.M.H.); (A.K.H.H.)
- Department of Pharmacy, Saarland University, Campus E8.1, 66123 Saarbrücken, Germany
- German Centre for Infection Research (DZIF), Partner Site Hannover-Braunschweig, 66123 Saarbrücken, Germany
- Correspondence: ; Tel.: +49-681-988-062-031
| |
Collapse
|
224
|
Ceballos J, Schwalfenberg M, Karageorgis G, Reckzeh ES, Sievers S, Ostermann C, Pahl A, Sellstedt M, Nowacki J, Carnero Corrales MA, Wilke J, Laraia L, Tschapalda K, Metz M, Sehr DA, Brand S, Winklhofer K, Janning P, Ziegler S, Waldmann H. Synthesis of Indomorphan Pseudo-Natural Product Inhibitors of Glucose Transporters GLUT-1 and -3. Angew Chem Int Ed Engl 2019; 58:17016-17025. [PMID: 31469221 PMCID: PMC6900016 DOI: 10.1002/anie.201909518] [Citation(s) in RCA: 65] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2019] [Revised: 08/12/2019] [Indexed: 12/22/2022]
Abstract
Bioactive compound design based on natural product (NP) structure may be limited because of partial coverage of NP-like chemical space and biological target space. These limitations can be overcome by combining NP-centered strategies with fragment-based compound design through combination of NP-derived fragments to afford structurally unprecedented "pseudo-natural products" (pseudo-NPs). The design, synthesis, and biological evaluation of a collection of indomorphan pseudo-NPs that combine biosynthetically unrelated indole- and morphan-alkaloid fragments are described. Indomorphane derivative Glupin was identified as a potent inhibitor of glucose uptake by selectively targeting and upregulating glucose transporters GLUT-1 and GLUT-3. Glupin suppresses glycolysis, reduces the levels of glucose-derived metabolites, and attenuates the growth of various cancer cell lines. Our findings underscore the importance of dual GLUT-1 and GLUT-3 inhibition to efficiently suppress tumor cell growth and the cellular rescue mechanism, which counteracts glucose scarcity.
Collapse
Affiliation(s)
- Javier Ceballos
- Department of Chemical BiologyMax-Planck-Institute of Molecular PhysiologyOtto-Hahn-Strasse 1144227DortmundGermany
- Current address: Laboratory of Catalysis and Organic SynthesisEPFL SB ISIC LCSO, BCH 42211015LausanneSwitzerland
| | - Melanie Schwalfenberg
- Department of Chemical BiologyMax-Planck-Institute of Molecular PhysiologyOtto-Hahn-Strasse 1144227DortmundGermany
| | - George Karageorgis
- Department of Chemical BiologyMax-Planck-Institute of Molecular PhysiologyOtto-Hahn-Strasse 1144227DortmundGermany
- Current address: School of ChemistryUniversity of LeedsLeedsLS2 9JTUK
| | - Elena S. Reckzeh
- Department of Chemical BiologyMax-Planck-Institute of Molecular PhysiologyOtto-Hahn-Strasse 1144227DortmundGermany
- Faculty of Chemistry and Chemical BiologyTechnical University DortmundOtto-Hahn-Strasse 644227DortmundGermany
| | - Sonja Sievers
- Compound Management and Screening Center, DortmundOtto-Hahn-Strasse 1144227DortmundGermany
| | - Claude Ostermann
- Compound Management and Screening Center, DortmundOtto-Hahn-Strasse 1144227DortmundGermany
| | - Axel Pahl
- Compound Management and Screening Center, DortmundOtto-Hahn-Strasse 1144227DortmundGermany
| | - Magnus Sellstedt
- Department of ChemistryUmeå University901 87UmeåSweden
- Current address: Clinical Chemistry, Laboratory MedicineUniversity Hospital of Umeå901 85UmeåSweden
| | - Jessica Nowacki
- Department of Chemical BiologyMax-Planck-Institute of Molecular PhysiologyOtto-Hahn-Strasse 1144227DortmundGermany
| | - Marjorie A. Carnero Corrales
- Department of Chemical BiologyMax-Planck-Institute of Molecular PhysiologyOtto-Hahn-Strasse 1144227DortmundGermany
| | - Julian Wilke
- Department of Chemical BiologyMax-Planck-Institute of Molecular PhysiologyOtto-Hahn-Strasse 1144227DortmundGermany
- Faculty of Chemistry and Chemical BiologyTechnical University DortmundOtto-Hahn-Strasse 644227DortmundGermany
| | - Luca Laraia
- Department of Chemical BiologyMax-Planck-Institute of Molecular PhysiologyOtto-Hahn-Strasse 1144227DortmundGermany
- Current address: Department of ChemistryTechnical University of DenmarkKemitorvet, Bygning 2072800Kgs LyngbyDenmark
| | - Kirsten Tschapalda
- Department of Chemical BiologyMax-Planck-Institute of Molecular PhysiologyOtto-Hahn-Strasse 1144227DortmundGermany
| | - Malte Metz
- Department of Chemical BiologyMax-Planck-Institute of Molecular PhysiologyOtto-Hahn-Strasse 1144227DortmundGermany
| | - Dominik A. Sehr
- Department of Molecular Cell BiologyInstitute of Biochemistry and PathobiochemistryRuhr University Bochum44801BochumGermany
| | - Silke Brand
- Department of Chemical BiologyMax-Planck-Institute of Molecular PhysiologyOtto-Hahn-Strasse 1144227DortmundGermany
| | - Konstanze Winklhofer
- Department of Molecular Cell BiologyInstitute of Biochemistry and PathobiochemistryRuhr University Bochum44801BochumGermany
| | - Petra Janning
- Department of Chemical BiologyMax-Planck-Institute of Molecular PhysiologyOtto-Hahn-Strasse 1144227DortmundGermany
| | - Slava Ziegler
- Department of Chemical BiologyMax-Planck-Institute of Molecular PhysiologyOtto-Hahn-Strasse 1144227DortmundGermany
| | - Herbert Waldmann
- Department of Chemical BiologyMax-Planck-Institute of Molecular PhysiologyOtto-Hahn-Strasse 1144227DortmundGermany
- Faculty of Chemistry and Chemical BiologyTechnical University DortmundOtto-Hahn-Strasse 644227DortmundGermany
| |
Collapse
|
225
|
Ceballos J, Schwalfenberg M, Karageorgis G, Reckzeh ES, Sievers S, Ostermann C, Pahl A, Sellstedt M, Nowacki J, Carnero Corrales MA, Wilke J, Laraia L, Tschapalda K, Metz M, Sehr DA, Brand S, Winklhofer K, Janning P, Ziegler S, Waldmann H. Synthesis of Indomorphan Pseudo‐Natural Product Inhibitors of Glucose Transporters GLUT‐1 and ‐3. Angew Chem Int Ed Engl 2019. [DOI: 10.1002/ange.201909518] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- Javier Ceballos
- Department of Chemical BiologyMax-Planck-Institute of Molecular Physiology Otto-Hahn-Strasse 11 44227 Dortmund Germany
- Current address: Laboratory of Catalysis and Organic SynthesisEPFL SB ISIC LCSO, BCH 4221 1015 Lausanne Switzerland
| | - Melanie Schwalfenberg
- Department of Chemical BiologyMax-Planck-Institute of Molecular Physiology Otto-Hahn-Strasse 11 44227 Dortmund Germany
| | - George Karageorgis
- Department of Chemical BiologyMax-Planck-Institute of Molecular Physiology Otto-Hahn-Strasse 11 44227 Dortmund Germany
- Current address: School of ChemistryUniversity of Leeds Leeds LS2 9JT UK
| | - Elena S. Reckzeh
- Department of Chemical BiologyMax-Planck-Institute of Molecular Physiology Otto-Hahn-Strasse 11 44227 Dortmund Germany
- Faculty of Chemistry and Chemical BiologyTechnical University Dortmund Otto-Hahn-Strasse 6 44227 Dortmund Germany
| | - Sonja Sievers
- Compound Management and Screening Center, Dortmund Otto-Hahn-Strasse 11 44227 Dortmund Germany
| | - Claude Ostermann
- Compound Management and Screening Center, Dortmund Otto-Hahn-Strasse 11 44227 Dortmund Germany
| | - Axel Pahl
- Compound Management and Screening Center, Dortmund Otto-Hahn-Strasse 11 44227 Dortmund Germany
| | - Magnus Sellstedt
- Department of ChemistryUmeå University 901 87 Umeå Sweden
- Current address: Clinical Chemistry, Laboratory MedicineUniversity Hospital of Umeå 901 85 Umeå Sweden
| | - Jessica Nowacki
- Department of Chemical BiologyMax-Planck-Institute of Molecular Physiology Otto-Hahn-Strasse 11 44227 Dortmund Germany
| | - Marjorie A. Carnero Corrales
- Department of Chemical BiologyMax-Planck-Institute of Molecular Physiology Otto-Hahn-Strasse 11 44227 Dortmund Germany
| | - Julian Wilke
- Department of Chemical BiologyMax-Planck-Institute of Molecular Physiology Otto-Hahn-Strasse 11 44227 Dortmund Germany
- Faculty of Chemistry and Chemical BiologyTechnical University Dortmund Otto-Hahn-Strasse 6 44227 Dortmund Germany
| | - Luca Laraia
- Department of Chemical BiologyMax-Planck-Institute of Molecular Physiology Otto-Hahn-Strasse 11 44227 Dortmund Germany
- Current address: Department of ChemistryTechnical University of Denmark Kemitorvet, Bygning 207 2800 Kgs Lyngby Denmark
| | - Kirsten Tschapalda
- Department of Chemical BiologyMax-Planck-Institute of Molecular Physiology Otto-Hahn-Strasse 11 44227 Dortmund Germany
| | - Malte Metz
- Department of Chemical BiologyMax-Planck-Institute of Molecular Physiology Otto-Hahn-Strasse 11 44227 Dortmund Germany
| | - Dominik A. Sehr
- Department of Molecular Cell BiologyInstitute of Biochemistry and PathobiochemistryRuhr University Bochum 44801 Bochum Germany
| | - Silke Brand
- Department of Chemical BiologyMax-Planck-Institute of Molecular Physiology Otto-Hahn-Strasse 11 44227 Dortmund Germany
| | - Konstanze Winklhofer
- Department of Molecular Cell BiologyInstitute of Biochemistry and PathobiochemistryRuhr University Bochum 44801 Bochum Germany
| | - Petra Janning
- Department of Chemical BiologyMax-Planck-Institute of Molecular Physiology Otto-Hahn-Strasse 11 44227 Dortmund Germany
| | - Slava Ziegler
- Department of Chemical BiologyMax-Planck-Institute of Molecular Physiology Otto-Hahn-Strasse 11 44227 Dortmund Germany
| | - Herbert Waldmann
- Department of Chemical BiologyMax-Planck-Institute of Molecular Physiology Otto-Hahn-Strasse 11 44227 Dortmund Germany
- Faculty of Chemistry and Chemical BiologyTechnical University Dortmund Otto-Hahn-Strasse 6 44227 Dortmund Germany
| |
Collapse
|
226
|
Exploring fragment-based target-specific ranking protocol with machine learning on cathepsin S. J Comput Aided Mol Des 2019; 33:1095-1105. [PMID: 31729618 DOI: 10.1007/s10822-019-00247-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2019] [Accepted: 11/02/2019] [Indexed: 12/12/2022]
Abstract
Cathepsin S (CatS), a member of cysteine cathepsin proteases, has been well studied due to its significant role in many pathological processes, including arthritis, cancer and cardiovascular diseases. CatS inhibitors have been included in D3R-GC3 for both docking pose prediction and affinity ranking, and in D3R-GC4 for binding affinity ranking. The difficulties posed by CatS inhibitors in D3R mainly come from three aspects: large size, high flexibility and similar chemical structures. We have participated in GC4; our best submitted model, which employs a similarity-based alignment docking and Vina scoring protocol, yielded Kendall's τ of 0.23 for 459 binders in GC4. In our further explorations with machine learning, by curating a CatS specific training set, adopting a similarity-based constrained docking method as well as an arm-based fragmentation strategy which can describe large inhibitors in a locality-sensitive fashion, our best structure-based ranking protocol can achieve Kendall's τ of 0.52 for all binders in GC4. In this exploration process, we have demonstrated the importance of training data, docking approaches and fragmentation strategies in inhibitor-ranking protocol development with machine learning.
Collapse
|
227
|
Schiedel M, Moroglu M, Ascough DMH, Chamberlain AER, Kamps JJAG, Sekirnik AR, Conway SJ. Chemische Epigenetik: der Einfluss chemischer und chemo‐biologischer Techniken auf die Zielstruktur‐Validierung von Bromodomänen. Angew Chem Int Ed Engl 2019. [DOI: 10.1002/ange.201812164] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Matthias Schiedel
- Department of ChemistryChemistry Research LaboratoryUniversity of Oxford Mansfield Road Oxford OX1 3TA Großbritannien
| | - Mustafa Moroglu
- Department of ChemistryChemistry Research LaboratoryUniversity of Oxford Mansfield Road Oxford OX1 3TA Großbritannien
| | - David M. H. Ascough
- Department of ChemistryChemistry Research LaboratoryUniversity of Oxford Mansfield Road Oxford OX1 3TA Großbritannien
| | - Anna E. R. Chamberlain
- Department of ChemistryChemistry Research LaboratoryUniversity of Oxford Mansfield Road Oxford OX1 3TA Großbritannien
| | - Jos J. A. G. Kamps
- Department of ChemistryChemistry Research LaboratoryUniversity of Oxford Mansfield Road Oxford OX1 3TA Großbritannien
| | - Angelina R. Sekirnik
- Department of ChemistryChemistry Research LaboratoryUniversity of Oxford Mansfield Road Oxford OX1 3TA Großbritannien
| | - Stuart J. Conway
- Department of ChemistryChemistry Research LaboratoryUniversity of Oxford Mansfield Road Oxford OX1 3TA Großbritannien
| |
Collapse
|
228
|
Xiong Y, Greschik H, Johansson C, Seifert L, Bacher J, Park KS, Babault N, Martini M, Fagan V, Li F, Chau I, Christott T, Dilworth D, Barsyte-Lovejoy D, Vedadi M, Arrowsmith CH, Brennan P, Fedorov O, Jung M, Farnie G, Liu J, Oppermann U, Schüle R, Jin J. Discovery of a Potent and Selective Fragment-like Inhibitor of Methyllysine Reader Protein Spindlin 1 (SPIN1). J Med Chem 2019; 62:8996-9007. [PMID: 31260300 DOI: 10.1021/acs.jmedchem.9b00522] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
By screening an epigenetic compound library, we identified that UNC0638, a highly potent inhibitor of the histone methyltransferases G9a and GLP, was a weak inhibitor of SPIN1 (spindlin 1), a methyllysine reader protein. Our optimization of this weak hit resulted in the discovery of a potent, selective, and cell-active SPIN1 inhibitor, compound 3 (MS31). Compound 3 potently inhibited binding of trimethyllysine-containing peptides to SPIN1, displayed high binding affinity, was highly selective for SPIN1 over other epigenetic readers and writers, directly engaged SPIN1 in cells, and was not toxic to nontumorigenic cells. The crystal structure of the SPIN1-compound 3 complex indicated that it selectively binds tudor domain II of SPIN1. We also designed a structurally similar but inactive compound 4 (MS31N) as a negative control. Our results have demonstrated for the first time that potent, selective, and cell-active fragment-like inhibitors can be generated by targeting a single tudor domain.
Collapse
Affiliation(s)
- Yan Xiong
- Mount Sinai Center for Therapeutics Discovery, Departments of Pharmacological Sciences and Oncological Sciences, Tisch Cancer Institute , Icahn School of Medicine at Mount Sinai , New York , New York 10029 , United States
| | - Holger Greschik
- Department of Urology and Center for Clinical Research , University Freiburg Medical Center , Freiburg 79106 , Germany
| | - Catrine Johansson
- Structural Genomics Consortium, Botnar Research Center, NIHR Oxford BRU , University of Oxford , Oxford OX37LD , U.K
| | - Ludwig Seifert
- Institute of Pharmaceutical Sciences , University of Freiburg , Freiburg 79104 , Germany
| | - Johannes Bacher
- Institute of Pharmaceutical Sciences , University of Freiburg , Freiburg 79104 , Germany
| | - Kwang-Su Park
- Mount Sinai Center for Therapeutics Discovery, Departments of Pharmacological Sciences and Oncological Sciences, Tisch Cancer Institute , Icahn School of Medicine at Mount Sinai , New York , New York 10029 , United States
| | - Nicolas Babault
- Mount Sinai Center for Therapeutics Discovery, Departments of Pharmacological Sciences and Oncological Sciences, Tisch Cancer Institute , Icahn School of Medicine at Mount Sinai , New York , New York 10029 , United States
| | - Michael Martini
- Mount Sinai Center for Therapeutics Discovery, Departments of Pharmacological Sciences and Oncological Sciences, Tisch Cancer Institute , Icahn School of Medicine at Mount Sinai , New York , New York 10029 , United States
| | - Vincent Fagan
- Structural Genomics Consortium & Target Discovery Institute , University of Oxford , Oxford OX37DQ and OX37FZ, U.K
| | | | | | - Thomas Christott
- Structural Genomics Consortium & Target Discovery Institute , University of Oxford , Oxford OX37DQ and OX37FZ, U.K
| | | | | | - Masoud Vedadi
- Department of Pharmacology and Toxicology , University of Toronto , Toronto , Ontario M5S 1A8 , Canada
| | | | - Paul Brennan
- Structural Genomics Consortium & Target Discovery Institute , University of Oxford , Oxford OX37DQ and OX37FZ, U.K
| | - Oleg Fedorov
- Structural Genomics Consortium & Target Discovery Institute , University of Oxford , Oxford OX37DQ and OX37FZ, U.K
| | - Manfred Jung
- Institute of Pharmaceutical Sciences , University of Freiburg , Freiburg 79104 , Germany
- German Cancer Research Centre (DKFZ) , Heidelberg 69120 , Germany
- German Cancer Consortium (DKTK) , Freiburg 79106 , Germany
| | - Gillian Farnie
- Structural Genomics Consortium & Target Discovery Institute , University of Oxford , Oxford OX37DQ and OX37FZ, U.K
| | - Jing Liu
- Mount Sinai Center for Therapeutics Discovery, Departments of Pharmacological Sciences and Oncological Sciences, Tisch Cancer Institute , Icahn School of Medicine at Mount Sinai , New York , New York 10029 , United States
| | - Udo Oppermann
- Structural Genomics Consortium, Botnar Research Center, NIHR Oxford BRU , University of Oxford , Oxford OX37LD , U.K
| | - Roland Schüle
- Department of Urology and Center for Clinical Research , University Freiburg Medical Center , Freiburg 79106 , Germany
- BIOSS Centre of Biological Signalling Studies , University of Freiburg , Freiburg 79106 , Germany
- German Cancer Consortium (DKTK) , Freiburg 79106 , Germany
| | - Jian Jin
- Mount Sinai Center for Therapeutics Discovery, Departments of Pharmacological Sciences and Oncological Sciences, Tisch Cancer Institute , Icahn School of Medicine at Mount Sinai , New York , New York 10029 , United States
| |
Collapse
|
229
|
Fuglestad B, Kerstetter NE, Bédard S, Wand AJ. Extending the Detection Limit in Fragment Screening of Proteins Using Reverse Micelle Encapsulation. ACS Chem Biol 2019; 14:2224-2232. [PMID: 31550881 DOI: 10.1021/acschembio.9b00537] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Detection of very weak (Kd > 10 mM) interactions of proteins with small molecules has been elusive. This is particularly important for fragment-based drug discovery, where it is suspected that the majority of potentially useful fragments will be invisible to current screening methodologies. We describe an NMR approach that permits detection of protein-fragment interactions in the very low affinity range and extends the current detection limit of ∼10 mM up to ∼200 mM and beyond. Reverse micelle encapsulation is leveraged to effectively reach very high fragment and protein concentrations, a principle that is validated by binding model fragments to E. coli dihydrofolate reductase. The method is illustrated by target-detected screening of a small polar fragment library against interleukin-1β, which lacks a known ligand-binding pocket. Evaluation of binding by titration and structural context allows for validation of observed hits using rigorous structural and statistical criteria. The 21 curated hit molecules represent a remarkable hit rate of nearly 10% of the library. Analysis shows that fragment binding involves residues comprising two-thirds of the protein's surface. Current fragment screening methods rely on detection of relatively tight binding to ligand binding pockets. The method presented here illustrates a potential to faithfully discover starting points for development of small molecules that bind to a desired region of the protein, even if the targeted region is defined by a relatively flat surface.
Collapse
Affiliation(s)
- Brian Fuglestad
- Johnson Research Foundation and Department of Biochemistry and Biophysics, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania 19104, United States
| | - Nicole E. Kerstetter
- Graduate Group in Biochemistry and Molecular Biophysics, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
| | - Sabrina Bédard
- Johnson Research Foundation and Department of Biochemistry and Biophysics, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania 19104, United States
| | - A. Joshua Wand
- Johnson Research Foundation and Department of Biochemistry and Biophysics, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania 19104, United States
- Graduate Group in Biochemistry and Molecular Biophysics, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
| |
Collapse
|
230
|
Modular click chemistry libraries for functional screens using a diazotizing reagent. Nature 2019; 574:86-89. [PMID: 31578481 DOI: 10.1038/s41586-019-1589-1] [Citation(s) in RCA: 194] [Impact Index Per Article: 32.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2019] [Accepted: 08/08/2019] [Indexed: 12/20/2022]
Abstract
Click chemistry is a concept in which modular synthesis is used to rapidly find new molecules with desirable properties1. Copper(I)-catalysed azide-alkyne cycloaddition (CuAAC) triazole annulation and sulfur(VI) fluoride exchange (SuFEx) catalysis are widely regarded as click reactions2-4, providing rapid access to their products in yields approaching 100% while being largely orthogonal to other reactions. However, in the case of CuAAC reactions, the availability of azide reagents is limited owing to their potential toxicity and the risk of explosion involved in their preparation. Here we report another reaction to add to the click reaction family: the formation of azides from primary amines, one of the most abundant functional groups5. The reaction uses just one equivalent of a simple diazotizing species, fluorosulfuryl azide6-11 (FSO2N3), and enables the preparation of over 1,200 azides on 96-well plates in a safe and practical manner. This reliable transformation is a powerful tool for the CuAAC triazole annulation, the most widely used click reaction at present. This method greatly expands the number of accessible azides and 1,2,3-triazoles and, given the ubiquity of the CuAAC reaction, it should find application in organic synthesis, medicinal chemistry, chemical biology and materials science.
Collapse
|
231
|
Development of a Fragment-Based Screening Assay for the Focal Adhesion Targeting Domain Using SPR and NMR. Molecules 2019; 24:molecules24183352. [PMID: 31540099 PMCID: PMC6766811 DOI: 10.3390/molecules24183352] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2019] [Revised: 09/11/2019] [Accepted: 09/13/2019] [Indexed: 12/19/2022] Open
Abstract
The Focal Adhesion Targeting (FAT) domain of Focal Adhesion Kinase (FAK) is a promising drug target since FAK is overexpressed in many malignancies and promotes cancer cell metastasis. The FAT domain serves as a scaffolding protein, and its interaction with the protein paxillin localizes FAK to focal adhesions. Various studies have highlighted the importance of FAT-paxillin binding in tumor growth, cell invasion, and metastasis. Targeting this interaction through high-throughput screening (HTS) provides a challenge due to the large and complex binding interface. In this report, we describe a novel approach to targeting FAT through fragment-based drug discovery (FBDD). We developed two fragment-based screening assays-a primary SPR assay and a secondary heteronuclear single quantum coherence nuclear magnetic resonance (HSQC-NMR) assay. For SPR, we designed an AviTag construct, optimized SPR buffer conditions, and created mutant controls. For NMR, resonance backbone assignments of the human FAT domain were obtained for the HSQC assay. A 189-compound fragment library from Enamine was screened through our primary SPR assay to demonstrate the feasibility of a FAT-FBDD pipeline, with 19 initial hit compounds. A final total of 11 validated hits were identified after secondary screening on NMR. This screening pipeline is the first FBDD screen of the FAT domain reported and represents a valid method for further drug discovery efforts on this difficult target.
Collapse
|
232
|
Shi Y, von Itzstein M. How Size Matters: Diversity for Fragment Library Design. Molecules 2019; 24:molecules24152838. [PMID: 31387220 PMCID: PMC6696339 DOI: 10.3390/molecules24152838] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2019] [Revised: 08/02/2019] [Accepted: 08/03/2019] [Indexed: 12/11/2022] Open
Abstract
Fragment-based drug discovery (FBDD) has become a major strategy to derive novel lead candidates for various therapeutic targets, as it promises efficient exploration of chemical space by employing fragment-sized (MW < 300) compounds. One of the first challenges in implementing a FBDD approach is the design of a fragment library, and more specifically, the choice of its size and individual members. A diverse set of fragments is required to maximize the chances of discovering novel hit compounds. However, the exact diversity of a certain collection of fragments remains underdefined, which hinders direct comparisons among different selections of fragments. Based on structural fingerprints, we herein introduced quantitative metrics for the structural diversity of fragment libraries. Structures of commercially available fragments were retrieved from the ZINC database, from which libraries with sizes ranging from 100 to 100,000 compounds were selected. The selected libraries were evaluated and compared quantitatively, resulting in interesting size-diversity relationships. Our results demonstrated that while library size does matter for its diversity, there exists an optimal size for structural diversity. It is also suggested that such quantitative measures can guide the design of diverse fragment libraries under different circumstances.
Collapse
Affiliation(s)
- Yun Shi
- Institute for Glycomics, Griffith University, Gold Coast Campus, Gold Coast, Queensland 4222, Australia.
| | - Mark von Itzstein
- Institute for Glycomics, Griffith University, Gold Coast Campus, Gold Coast, Queensland 4222, Australia.
| |
Collapse
|
233
|
Methyl N-(carbazolyl)acetyl-2-aminotetrahydrobenzothiophene-3-carboxylates as modulators of NMDA receptors. Russ Chem Bull 2019. [DOI: 10.1007/s11172-019-2602-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
|
234
|
Prasher P, Sharma M. Tailored therapeutics based on 1,2,3-1 H-triazoles: a mini review. MEDCHEMCOMM 2019; 10:1302-1328. [PMID: 31534652 PMCID: PMC6748286 DOI: 10.1039/c9md00218a] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/12/2019] [Accepted: 05/13/2019] [Indexed: 12/19/2022]
Abstract
Contemporary drug discovery approaches rely on library synthesis coupled with combinatorial methods and high-throughput screening to identify leads. However, due to the multitude of components involved, a majority of optimization techniques face persistent challenges related to the efficiency of synthetic processes and the purity of compound libraries. These methods have recently found an upgradation as fragment-based approaches for target-guided synthesis of lead molecules with active involvement of their biological target. The click chemistry approach serves as a promising tool for tailoring the therapeutically relevant biomolecules of interest, improving their bioavailability and bioactivity and redirecting them as efficacious drugs. 1,2,3-1H-Triazole nucleus, being a planar and biologically acceptable scaffold, plays a crucial role in the design of biomolecular mimetics and tailor-made molecules with therapeutic relevance. This versatile scaffold also forms an integral part of the current fragment-based approaches for drug design, kinetic target guided synthesis and bioorthogonal methodologies.
Collapse
Affiliation(s)
- Parteek Prasher
- UGC Sponsored Centre for Advanced Studies , Department of Chemistry , Guru Nanak Dev University , Amritsar 143005 , India . ;
- Department of Chemistry , University of Petroleum & Energy Studies , Dehradun 248007 , India
| | - Mousmee Sharma
- UGC Sponsored Centre for Advanced Studies , Department of Chemistry , Guru Nanak Dev University , Amritsar 143005 , India . ;
| |
Collapse
|
235
|
Boyd SR, Young DW. Max-imizing the Attenuation of Myc Using Small Molecules. Trends Pharmacol Sci 2019; 40:608-612. [PMID: 31280901 DOI: 10.1016/j.tips.2019.06.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2019] [Accepted: 06/11/2019] [Indexed: 11/18/2022]
Abstract
It has been a widely held notion within the biomedical research community that the reliable modulation of transcription factors with small molecules would represent a holy grail, given their role in directly potentiating oncogenic programs. Among the transcription factors that have been held in highest regard is Myc, since its dysregulation is among the most recurrent events in human cancer. Despite intense efforts, the ability to identify compounds that bind directly to Myc, resulting in its functional inhibition, have been met with only moderate success. However, a new approach reported by Struntz et al. (Cell Chem. Biol., 2019) focuses on a different strategy of discovering molecules that bind to Myc's obligate partner Max. Using a small-molecule microarray screen, they report the identification of KI-MS2-008, a compound that results in the stabilization of Max homodimers and the attenuation of Myc. KI-MS2-008 suppresses cancer cell grown both in vitro and within in vivo models.
Collapse
Affiliation(s)
- Shelton R Boyd
- Center for Drug Discovery (CDD), Baylor College of Medicine, Houston, TX 77030, USA; Department of Pharmacology and Chemical Biology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Damian W Young
- Center for Drug Discovery (CDD), Baylor College of Medicine, Houston, TX 77030, USA; Department of Pharmacology and Chemical Biology, Baylor College of Medicine, Houston, TX 77030, USA; Therapeutic Innovations Center (THINC@BCM), Baylor College of Medicine, Houston, TX 77030, USA; Department of Pathology and Immunology, Baylor College of Medicine, Houston, TX 77030, USA.
| |
Collapse
|
236
|
Mishin A, Gusach A, Luginina A, Marin E, Borshchevskiy V, Cherezov V. An outlook on using serial femtosecond crystallography in drug discovery. Expert Opin Drug Discov 2019; 14:933-945. [PMID: 31184514 DOI: 10.1080/17460441.2019.1626822] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Introduction: X-ray crystallography has made important contributions to modern drug development but its application to many important drug targets has been extremely challenging. The recent emergence of X-ray free electron lasers (XFELs) and advancements in serial femtosecond crystallography (SFX) have offered new opportunities to overcome limitations of traditional crystallography to accelerate the structure-based drug discovery (SBDD) process. Areas covered: In this review, the authors describe the general principles of X-ray generation and the main properties of XFEL beams, outline details of SFX data collection and processing, and summarize the progress in the development of associated instrumentation for sample delivery and X-ray detection. An overview of the SFX applications to various important drug targets such as membrane proteins is also provided. Expert opinion: While SFX has already made clear advancements toward the understanding of the structure and dynamics of several major drug targets, its robust application in SBDD still needs further developments of new high-throughput techniques for sample production, automation of crystal delivery and data collection, as well as for processing and storage of large amounts of data. The expansion of the available XFEL beamtime is a key to the success of SFX in SBDD.
Collapse
Affiliation(s)
- Alexey Mishin
- a Research Center for Molecular Mechanisms of Aging and Age-Related Diseases, Moscow Institute of Physics and Technology , Dolgoprudny , Russia
| | - Anastasiia Gusach
- a Research Center for Molecular Mechanisms of Aging and Age-Related Diseases, Moscow Institute of Physics and Technology , Dolgoprudny , Russia
| | - Aleksandra Luginina
- a Research Center for Molecular Mechanisms of Aging and Age-Related Diseases, Moscow Institute of Physics and Technology , Dolgoprudny , Russia
| | - Egor Marin
- a Research Center for Molecular Mechanisms of Aging and Age-Related Diseases, Moscow Institute of Physics and Technology , Dolgoprudny , Russia
| | - Valentin Borshchevskiy
- a Research Center for Molecular Mechanisms of Aging and Age-Related Diseases, Moscow Institute of Physics and Technology , Dolgoprudny , Russia
| | - Vadim Cherezov
- a Research Center for Molecular Mechanisms of Aging and Age-Related Diseases, Moscow Institute of Physics and Technology , Dolgoprudny , Russia.,b Bridge Institute, Departments of Chemistry and Biological Sciences, University of Southern California , Los Angeles , CA , USA
| |
Collapse
|
237
|
Derda R, Ng S. Genetically encoded fragment-based discovery. Curr Opin Chem Biol 2019; 50:128-137. [DOI: 10.1016/j.cbpa.2019.03.014] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2019] [Revised: 03/09/2019] [Accepted: 03/12/2019] [Indexed: 12/30/2022]
|
238
|
Sveiczer A, North AJP, Mateu N, Kidd SL, Sore HF, Spring DR. Spirocycles as Rigidified sp3-Rich Scaffolds for a Fragment Collection. Org Lett 2019; 21:4600-4604. [DOI: 10.1021/acs.orglett.9b01499] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Affiliation(s)
- Attila Sveiczer
- Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge, CB2 1EW, U.K
| | - Andrew J. P. North
- Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge, CB2 1EW, U.K
| | - Natalia Mateu
- Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge, CB2 1EW, U.K
| | - Sarah L. Kidd
- Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge, CB2 1EW, U.K
| | - Hannah F. Sore
- Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge, CB2 1EW, U.K
| | - David R. Spring
- Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge, CB2 1EW, U.K
| |
Collapse
|
239
|
De Oliveira Silva A, McQuade J, Szostak M. Recent Advances in the Synthesis and Reactivity of Isothiazoles. Adv Synth Catal 2019. [DOI: 10.1002/adsc.201900072] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
| | - James McQuade
- Department of Chemistry Rutgers University 73 Warren Street Newark NJ 07102 USA
| | - Michal Szostak
- College of Chemistry and Chemical Engineering and Key Laboratory of Auxiliary Chemistry and Technology for Chemical Industry Ministry of Education Shaanxi University of Science and Technology Xi'an 710021 People's Republic of China
- Department of Chemistry Rutgers University 73 Warren Street Newark NJ 07102 USA
| |
Collapse
|
240
|
Flodén NJ, Trowbridge A, Willcox D, Walton SM, Kim Y, Gaunt MJ. Streamlined Synthesis of C(sp3)-Rich N-Heterospirocycles Enabled by Visible-Light-Mediated Photocatalysis. J Am Chem Soc 2019; 141:8426-8430. [DOI: 10.1021/jacs.9b03372] [Citation(s) in RCA: 61] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Nils J. Flodén
- Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge CB2 1EW, U.K
| | - Aaron Trowbridge
- Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge CB2 1EW, U.K
| | - Darren Willcox
- Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge CB2 1EW, U.K
| | - Scarlett M. Walton
- Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge CB2 1EW, U.K
- Medicinal Chemistry, Oncology, IMED Biotech Unit, AstraZeneca, Cambridge CB4 0WG, U.K
| | - Yongjoon Kim
- Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge CB2 1EW, U.K
| | - Matthew J. Gaunt
- Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge CB2 1EW, U.K
| |
Collapse
|
241
|
Tatum N, Duarte F, Kamerlin SCL, Pohl E. Relative Binding Energies Predict Crystallographic Binding Modes of Ethionamide Booster Lead Compounds. J Phys Chem Lett 2019; 10:2244-2249. [PMID: 30965004 PMCID: PMC6503467 DOI: 10.1021/acs.jpclett.9b00741] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2019] [Accepted: 04/09/2019] [Indexed: 06/09/2023]
Abstract
Transcriptional repressor EthR from Mycobacterium tuberculosis is a valuable target for antibiotic booster drugs. We previously reported a virtual screening campaign to identify EthR inhibitors for development. Two ligand binding orientations were often proposed, though only the top scoring pose was utilized for filtering of the large data set. We obtained biophysically validated hits, some of which yielded complex crystal structures. In some cases, the crystallized binding mode and top scoring mode agree, while for others an alternate ligand binding orientation was found. In this contribution, we combine rigid docking, molecular dynamics simulations, and the linear interaction energy method to calculate binding free energies and derive relative binding energies for a number of EthR inhibitors in both modes. This strategy allowed us to correctly predict the most favorable orientation. Therefore, this widely applicable approach will be suitable to triage multiple binding modes within EthR and other potential drug targets with similar characteristics.
Collapse
Affiliation(s)
- Natalie
J. Tatum
- Department
of Chemistry, Durham University, South Road, Durham DH1 3LE, U.K.
| | - Fernanda Duarte
- Department
of Chemistry, Chemistry Research Laboratory, University of Oxford, Mansfield Road, Oxford OX1 3TA, U.K.
| | - Shina C. L. Kamerlin
- Department
of Chemistry - BMC, Uppsala University, BMC Box 576, S-751 23 Uppsala, Sweden
| | - Ehmke Pohl
- Department
of Chemistry, Durham University, South Road, Durham DH1 3LE, U.K.
- Department
of Biosciences, Durham University, Durham DH1 3LE, U.K.
- Biophysical
Sciences Institute, Durham University, Durham DH1 3LE, U.K.
| |
Collapse
|
242
|
Ni S, Padial NM, Kingston C, Vantourout JC, Schmitt DC, Edwards JT, Kruszyk MM, Merchant RR, Mykhailiuk PK, Sanchez BB, Yang S, Perry MA, Gallego GM, Mousseau JJ, Collins MR, Cherney RJ, Lebed PS, Chen JS, Qin T, Baran PS. A Radical Approach to Anionic Chemistry: Synthesis of Ketones, Alcohols, and Amines. J Am Chem Soc 2019; 141:6726-6739. [PMID: 30943023 DOI: 10.1021/jacs.9b02238] [Citation(s) in RCA: 130] [Impact Index Per Article: 21.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Historically accessed through two-electron, anionic chemistry, ketones, alcohols, and amines are of foundational importance to the practice of organic synthesis. After placing this work in proper historical context, this Article reports the development, full scope, and a mechanistic picture for a strikingly different way of forging such functional groups. Thus, carboxylic acids, once converted to redox-active esters (RAEs), can be utilized as formally nucleophilic coupling partners with other carboxylic derivatives (to produce ketones), imines (to produce benzylic amines), or aldehydes (to produce alcohols). The reactions are uniformly mild, operationally simple, and, in the case of ketone synthesis, broad in scope (including several applications to the simplification of synthetic problems and to parallel synthesis). Finally, an extensive mechanistic study of the ketone synthesis is performed to trace the elementary steps of the catalytic cycle and provide the end-user with a clear and understandable rationale for the selectivity, role of additives, and underlying driving forces involved.
Collapse
Affiliation(s)
- Shengyang Ni
- Department of Chemistry , Scripps Research , 10550 North Torrey Pines Road , La Jolla , California 92037 , United States
| | - Natalia M Padial
- Department of Chemistry , Scripps Research , 10550 North Torrey Pines Road , La Jolla , California 92037 , United States
| | - Cian Kingston
- Department of Chemistry , Scripps Research , 10550 North Torrey Pines Road , La Jolla , California 92037 , United States
| | - Julien C Vantourout
- Department of Chemistry , Scripps Research , 10550 North Torrey Pines Road , La Jolla , California 92037 , United States
| | - Daniel C Schmitt
- Pfizer Medicinal Sciences , Eastern Point Road , Groton , Connecticut 06340 , United States
| | - Jacob T Edwards
- Department of Chemistry , Scripps Research , 10550 North Torrey Pines Road , La Jolla , California 92037 , United States
| | - Monika M Kruszyk
- Department of Chemistry , Scripps Research , 10550 North Torrey Pines Road , La Jolla , California 92037 , United States
| | - Rohan R Merchant
- Department of Chemistry , Scripps Research , 10550 North Torrey Pines Road , La Jolla , California 92037 , United States
| | - Pavel K Mykhailiuk
- Department of Chemistry , Scripps Research , 10550 North Torrey Pines Road , La Jolla , California 92037 , United States.,Enamine Ltd. , Chervonotkatska 78 , 02094 Kyiv , Ukraine.,Chemistry Department , Taras Shevchenko National University of Kyiv , Volodymyrska 64 , 01601 Kyiv , Ukraine
| | - Brittany B Sanchez
- Automated Synthesis Facility , Scripps Research , 10550 North Torrey Pines Road , La Jolla , California 92037 , United States
| | - Shouliang Yang
- Department of Chemistry , La Jolla Laboratories , Pfizer 10770 Science Center Drive , San Diego , California 92121 , United States
| | - Matthew A Perry
- Pfizer Medicinal Sciences , Eastern Point Road , Groton , Connecticut 06340 , United States
| | - Gary M Gallego
- Department of Chemistry , La Jolla Laboratories , Pfizer 10770 Science Center Drive , San Diego , California 92121 , United States
| | - James J Mousseau
- Pfizer Medicinal Sciences , Eastern Point Road , Groton , Connecticut 06340 , United States
| | - Michael R Collins
- Department of Chemistry , La Jolla Laboratories , Pfizer 10770 Science Center Drive , San Diego , California 92121 , United States
| | - Robert J Cherney
- Research & Development , Bristol-Myers Squibb Company , Rt. 206 & Province Line Road , Princeton , New Jersey 08543 , United States
| | - Pavlo S Lebed
- Enamine Ltd. , Chervonotkatska 78 , 02094 Kyiv , Ukraine.,ChemBioCenter , Taras Shevchenko National University of Kyiv , Volodymyrska 64 , 01601 Kyiv , Ukraine
| | - Jason S Chen
- Automated Synthesis Facility , Scripps Research , 10550 North Torrey Pines Road , La Jolla , California 92037 , United States
| | - Tian Qin
- Department of Chemistry , Scripps Research , 10550 North Torrey Pines Road , La Jolla , California 92037 , United States
| | - Phil S Baran
- Department of Chemistry , Scripps Research , 10550 North Torrey Pines Road , La Jolla , California 92037 , United States
| |
Collapse
|
243
|
Szakács D, Kocsis A, Szász R, Gál P, Pál G. Novel MASP-2 inhibitors developed via directed evolution of human TFPI1 are potent lectin pathway inhibitors. J Biol Chem 2019; 294:8227-8237. [PMID: 30952698 PMCID: PMC6527154 DOI: 10.1074/jbc.ra119.008315] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2019] [Revised: 03/28/2019] [Indexed: 12/28/2022] Open
Abstract
The lectin pathway (LP) of the complement system is an important antimicrobial defense mechanism, but it also contributes significantly to ischemia reperfusion injury (IRI) associated with myocardial infarct, stroke, and several other clinical conditions. Mannan-binding lectin-associated serine proteinase 2 (MASP-2) is essential for LP activation, and therefore, it is a potential drug target. We have previously developed the first two generations of MASP-2 inhibitors by in vitro evolution of two unrelated canonical serine proteinase inhibitors. These inhibitors were selective LP inhibitors, but their nonhuman origin rendered them suboptimal lead molecules for drug development. Here, we present our third-generation MASP-2 inhibitors that were developed based on a human inhibitor scaffold. We subjected the second Kunitz domain of human tissue factor pathway inhibitor 1 (TFPI1 D2) to directed evolution using phage display to yield inhibitors against human and rat MASP-2. These novel TFPI1-based MASP-2 inhibitor (TFMI-2) variants are potent and selective LP inhibitors in both human and rat serum. Directed evolution of the first Kunitz domain of TFPI1 had already yielded the potent kallikrein inhibitor, Kalbitor® (ecallantide), which is an FDA-approved drug to treat acute attacks of hereditary angioedema. Like hereditary angioedema, acute IRI is also related to the uncontrolled activation of a specific plasma serine proteinase. Therefore, TFMI-2 variants are promising lead molecules for drug development against IRI.
Collapse
Affiliation(s)
- Dávid Szakács
- Department of Biochemistry, ELTE Eötvös Loránd University, Pázmány Péter sétány 1/C, H-1117 Budapest
| | - Andrea Kocsis
- Institute of Enzymology, Research Centre for Natural Sciences, Hungarian Academy of Sciences, Magyar tudósok körútja 2, H-1117 Budapest
| | - Róbert Szász
- Department of Hematology, Institute of Internal Medicine, University of Debrecen, Nagyerdei krt. 98, H-4032 Debrecen
| | - Péter Gál
- Institute of Enzymology, Research Centre for Natural Sciences, Hungarian Academy of Sciences, Magyar tudósok körútja 2, H-1117 Budapest
| | - Gábor Pál
- Department of Biochemistry, ELTE Eötvös Loránd University, Pázmány Péter sétány 1/C, H-1117 Budapest; EvolVeritas Biotechnology Ltd., Somogyi Béla u. 17, H-6600 Szentes, Hungary.
| |
Collapse
|
244
|
Deaton DN, Do Y, Holt J, Jeune MR, Kramer HF, Larkin AL, Orband-Miller LA, Peckham GE, Poole C, Price DJ, Schaller LT, Shen Y, Shewchuk LM, Stewart EL, Stuart JD, Thomson SA, Ward P, Wilson JW, Xu T, Guss JH, Musetti C, Rendina AR, Affleck K, Anders D, Hancock AP, Hobbs H, Hodgson ST, Hutchinson J, Leveridge MV, Nicholls H, Smith IE, Somers DO, Sneddon HF, Uddin S, Cleasby A, Mortenson PN, Richardson C, Saxty G. The discovery of quinoline-3-carboxamides as hematopoietic prostaglandin D synthase (H-PGDS) inhibitors. Bioorg Med Chem 2019; 27:1456-1478. [DOI: 10.1016/j.bmc.2019.02.017] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2018] [Revised: 01/30/2019] [Accepted: 02/08/2019] [Indexed: 11/30/2022]
|
245
|
Giordanetto F, Jin C, Willmore L, Feher M, Shaw DE. Fragment Hits: What do They Look Like and How do They Bind? J Med Chem 2019; 62:3381-3394. [PMID: 30875465 PMCID: PMC6466478 DOI: 10.1021/acs.jmedchem.8b01855] [Citation(s) in RCA: 45] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
![]()
A “fragment hit”, a
molecule of low molecular weight
that has been validated to bind to a target protein, can be an effective
chemical starting point for a drug discovery project. Our ability
to find and progress fragment hits could potentially be improved by
enhancing our understanding of their binding properties, which to
date has largely been based on tacit knowledge and reports from individual
projects. In the work reported here, we systematically analyzed the
molecular and binding properties of fragment hits using 489 published
protein–fragment complexes. We identified a number of notable
features that these hits tend to have in common, including preferences
in buried surface area upon binding, hydrogen bonding and other directional
interactions with the protein targets, structural topology, functional-group
occurrence, and degree of carbon saturation. In the future, taking
account of these preferences in designing and selecting fragments
to screen against protein targets may increase the chances of success
in fragment screening campaigns.
Collapse
Affiliation(s)
| | - Chentian Jin
- D. E. Shaw Research , New York , New York 10036 , United States
| | | | - Miklos Feher
- D. E. Shaw Research , New York , New York 10036 , United States
| | - David E Shaw
- D. E. Shaw Research , New York , New York 10036 , United States.,Department of Biochemistry and Molecular Biophysics , Columbia University , New York , New York 10032 , United States
| |
Collapse
|
246
|
Hilton MC, Zhang X, Boyle BT, Alegre-Requena JV, Paton RS, McNally A. Heterobiaryl synthesis by contractive C-C coupling via P(V) intermediates. Science 2019; 362:799-804. [PMID: 30442804 DOI: 10.1126/science.aas8961] [Citation(s) in RCA: 128] [Impact Index Per Article: 21.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2018] [Revised: 07/03/2018] [Accepted: 09/25/2018] [Indexed: 12/19/2022]
Abstract
Heterobiaryls composed of pyridine and diazine rings are key components of pharmaceuticals and are often central to pharmacological function. We present an alternative approach to metal-catalyzed cross-coupling to make heterobiaryls using contractive phosphorus C-C couplings, also termed phosphorus ligand coupling reactions. The process starts by regioselective phosphorus substitution of the C-H bonds para to nitrogen in two successive heterocycles; ligand coupling is then triggered via acidic alcohol solutions to form the heterobiaryl bond. Mechanistic studies imply that ligand coupling is an asynchronous process involving migration of one heterocycle to the ipso position of the other around a central pentacoordinate P(V) atom. The strategy can be applied to complex drug-like molecules containing multiple reactive sites and polar functional groups, and also enables convergent coupling of drug fragments and late-stage heteroarylation of pharmaceuticals.
Collapse
Affiliation(s)
- Michael C Hilton
- Department of Chemistry, Colorado State University, Fort Collins, CO 80523, USA
| | - Xuan Zhang
- Department of Chemistry, Colorado State University, Fort Collins, CO 80523, USA
| | - Benjamin T Boyle
- Department of Chemistry, Colorado State University, Fort Collins, CO 80523, USA
| | | | - Robert S Paton
- Department of Chemistry, Colorado State University, Fort Collins, CO 80523, USA. .,Chemistry Research Laboratory, University of Oxford, Oxford OX1 3TA, UK
| | - Andrew McNally
- Department of Chemistry, Colorado State University, Fort Collins, CO 80523, USA.
| |
Collapse
|
247
|
Shamsiya A, Damodaran B. A Click Strategy for the Synthesis of Fluorescent Pyrimidinone‐Triazole Hybrids with CDK2 Selectivity in HeLa and A549 Cell Lines. ChemistrySelect 2019. [DOI: 10.1002/slct.201803748] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Aranhikkal Shamsiya
- Department of ChemistryUniversity of Calicut, Malappuram- 673635 Kerala India
| | - Bahulayan Damodaran
- Department of ChemistryUniversity of Calicut, Malappuram- 673635 Kerala India
| |
Collapse
|
248
|
Fumagalli F, de Melo SMG, Ribeiro CM, Solcia MC, Pavan FR, da Silva Emery F. Exploiting the furo[2,3-b]pyridine core against multidrug-resistant Mycobacterium tuberculosis. Bioorg Med Chem Lett 2019; 29:974-977. [PMID: 30803803 DOI: 10.1016/j.bmcl.2019.02.019] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2018] [Revised: 02/17/2019] [Accepted: 02/18/2019] [Indexed: 10/27/2022]
Abstract
Identification of new antibiotics suitable for the treatment of tuberculosis is required. In addition to selectivity, it is necessary to find new antibiotics that are effective when the tuberculous mycobacteria are resistant to the available therapies. The furo[2,3-b]pyridine core offers potential for this application. Herein, we have described the screening of our in-house library of furopyridines against Mycobacterium tuberculosis and identified a promising selective bioactive compound against different drug-resistant strains of this mycobacteria. The library of compounds was prepared by a CH amination reaction using mild and metal-free conditions, increasing the available information about the reactivity of furo[2,3-b]pyridine core through this reaction.
Collapse
Affiliation(s)
- Fernando Fumagalli
- Department of Pharmaceutical Sciences, School of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo (FCFRP-USP), Av. do Café, s/n° - Campus Universitário da USP, 14040-903 Ribeirão Preto, SP, Brazil
| | - Shaiani Maria Gil de Melo
- Department of Pharmaceutical Sciences, School of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo (FCFRP-USP), Av. do Café, s/n° - Campus Universitário da USP, 14040-903 Ribeirão Preto, SP, Brazil
| | - Camila Maríngolo Ribeiro
- Department of Biological Sciences, School of Pharmaceutical Sciences, São Paulo State University (UNESP), Rodovia Araraquara-Jaú, km01, s/n, Campos Ville, 14800-903 Araraquara, Brazil
| | - Mariana Cristina Solcia
- Department of Biological Sciences, School of Pharmaceutical Sciences, São Paulo State University (UNESP), Rodovia Araraquara-Jaú, km01, s/n, Campos Ville, 14800-903 Araraquara, Brazil
| | - Fernando Rogério Pavan
- Department of Biological Sciences, School of Pharmaceutical Sciences, São Paulo State University (UNESP), Rodovia Araraquara-Jaú, km01, s/n, Campos Ville, 14800-903 Araraquara, Brazil.
| | - Flavio da Silva Emery
- Department of Biological Sciences, School of Pharmaceutical Sciences, São Paulo State University (UNESP), Rodovia Araraquara-Jaú, km01, s/n, Campos Ville, 14800-903 Araraquara, Brazil.
| |
Collapse
|
249
|
Robson-Tull J. Biophysical screening in fragment-based drug design: a brief overview. ACTA ACUST UNITED AC 2019. [DOI: 10.1093/biohorizons/hzy015] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Affiliation(s)
- Jacob Robson-Tull
- Department of Life Sciences, Imperial College London, London SW7 2AZ, UK
| |
Collapse
|
250
|
Liang JW, Wang MY, Wang S, Li XY, Meng FH. Fragment-Based Structural Optimization of a Natural Product Itampolin A as a p38α Inhibitor for Lung Cancer. Mar Drugs 2019; 17:md17010053. [PMID: 30642059 PMCID: PMC6356581 DOI: 10.3390/md17010053] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2018] [Revised: 01/01/2019] [Accepted: 01/07/2019] [Indexed: 12/27/2022] Open
Abstract
Marine animals and plants provide abundant secondary metabolites with antitumor activity. Itampolin A is a brominated natural tyrosine secondary metabolite that is isolated from the sponge Iotrochota purpurea. Recently, we have achieved the first total synthesis of this brominated tyrosine secondary metabolite, which was found to be a potent p38α inhibitor exhibiting anticancer effects. A fragment-based drug design (FBDD) was carried out to optimize itampolin A. Forty-five brominated tyrosine derivatives were synthesized with interesting biological activities. Then, a QSAR study was carried out to explore the structural determinants responsible for the activity of brominated tyrosine skeleton p38α inhibitors. The lead compound was optimized by a FBDD method, then three series of brominated tyrosine derivatives were synthesized and evaluated for their inhibitory activities against p38α and tumor cells. Compound 6o (IC50 = 0.66 μM) exhibited significant antitumor activity against non-small cell lung A549 cells (A549). This also demonstrated the feasibility of the FBDD method of structural optimization.
Collapse
Affiliation(s)
- Jing-Wei Liang
- School of Pharmacy, China Medical University, Liaoning 110122, China.
| | - Ming-Yang Wang
- School of Pharmacy, China Medical University, Liaoning 110122, China.
| | - Shan Wang
- School of Pharmacy, China Medical University, Liaoning 110122, China.
| | - Xin-Yang Li
- School of Pharmacy, China Medical University, Liaoning 110122, China.
| | - Fan-Hao Meng
- School of Pharmacy, China Medical University, Liaoning 110122, China.
| |
Collapse
|