51
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Van Daele R, Spriet I, Wauters J, Maertens J, Mercier T, Van Hecke S, Brüggemann R. Antifungal drugs: What brings the future? Med Mycol 2019; 57:S328-S343. [PMID: 31292663 DOI: 10.1093/mmy/myz012] [Citation(s) in RCA: 134] [Impact Index Per Article: 22.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2018] [Revised: 01/11/2019] [Accepted: 02/18/2019] [Indexed: 12/26/2022] Open
Abstract
The high burden and growing prevalence of invasive fungal infections (IFIs), the toxicity and interactions associated with current antifungal drugs, as well as the increasing resistance, ask for the development of new antifungal drugs, preferably with a novel mode of action. Also, the availability of oral or once-weekly alternatives would enable ambulatory treatment resulting in an improved patient's comfort and therapy adherence. However, only one new azole and two new posaconazole-formulations were marketed over the last decade. This review focuses on the antifungal drugs in the pipeline undergoing clinical evaluation. First, the newest azole, isavuconazole, with its improved safety profile and reduction in DDIs, will be discussed. Moreover, there are two glucan synthase inhibitors (GSIs) in the antifungal pipeline: rezafungin (CD101), a long-acting echinocandin with an improved stability that enables once weekly administration, and SCY-078, an orally available GSI with efficacy against azole- and echinocandin resistant isolates. A new oral formulation of amphotericin B will also be presented. Moreover, the first representative of a new antifungal class, the orotomides, with a broad spectrum and no cross-resistance with current antifungal classes, will be discussed. Finally, an overview of other antifungals that are still in earlier clinical development phases, is provided.
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Affiliation(s)
- Ruth Van Daele
- Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium.,Pharmacy Department, University Hospitals Leuven, Leuven, Belgium
| | - Isabel Spriet
- Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium.,Pharmacy Department, University Hospitals Leuven, Leuven, Belgium
| | - Joost Wauters
- Department of Microbiology and Immunology, KU Leuven, Leuven, Belgium.,Medical Intensive Care Unit, University Hospitals Leuven, Leuven, Belgium
| | - Johan Maertens
- Department of Microbiology and Immunology, KU Leuven, Leuven, Belgium.,Department of Hematology, University Hospitals Leuven, Leuven, Belgium
| | - Toine Mercier
- Department of Microbiology and Immunology, KU Leuven, Leuven, Belgium.,Department of Hematology, University Hospitals Leuven, Leuven, Belgium
| | - Sam Van Hecke
- Department of Hematology, University Hospitals Leuven, Leuven, Belgium
| | - Roger Brüggemann
- Pharmacy Department, Radboud University Medical Center, Nijmegen, the Netherlands
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52
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Haranahalli K, Lazzarini C, Sun Y, Zambito J, Pathiranage S, McCarthy JB, Mallamo J, Del Poeta M, Ojima I. SAR Studies on Aromatic Acylhydrazone-Based Inhibitors of Fungal Sphingolipid Synthesis as Next-Generation Antifungal Agents. J Med Chem 2019; 62:8249-8273. [PMID: 31369263 DOI: 10.1021/acs.jmedchem.9b01004] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Recently, the fungal sphingolipid glucosylceramide (GlcCer) synthesis has emerged as a highly promising new target for drug discovery of next-generation antifungal agents, and we found two aromatic acylhydrazones as effective inhibitors of GlcCer synthesis based on HTP screening. In the present work, we have designed libraries of new aromatic acylhydrazones, evaluated their antifungal activities (MIC80 and time-kill profile) against C. neoformans, and performed an extensive SAR study, which led to the identification of five promising lead compounds, exhibiting excellent fungicidal activities with very large selectivity index. Moreover, two compounds demonstrated broad spectrum antifungal activity against six other clinically relevant fungal strains. These five lead compounds were examined for their synergism/cooperativity with five clinical drugs against seven fungal strains, and very encouraging results were obtained; e.g., the combination of all five lead compounds with voriconazole exhibited either synergistic or additive effect to all seven fungal strains.
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Affiliation(s)
- Krupanandan Haranahalli
- Institute of Chemical Biology and Drug Discovery , Stony Brook University , Stony Brook , New York 11794-3400 , United States.,Department of Chemistry , Stony Brook University , Stony Brook , New York 11794-3400 , United States
| | - Cristina Lazzarini
- Department of Molecular Genetics and Microbiology , Stony Brook University , Stony Brook , New York 11794-5222 , United States.,Veterans Administration Medical Center , Northport , New York 11768 , United States
| | - Yi Sun
- Department of Chemistry , Stony Brook University , Stony Brook , New York 11794-3400 , United States
| | - Julia Zambito
- Department of Chemistry , Stony Brook University , Stony Brook , New York 11794-3400 , United States
| | - Senuri Pathiranage
- Department of Chemistry , Stony Brook University , Stony Brook , New York 11794-3400 , United States
| | - J Brian McCarthy
- MicroRid Technologies Inc. , 86 Deer Park Road , Dix Hills , New York 11746 , United States
| | - John Mallamo
- MicroRid Technologies Inc. , 86 Deer Park Road , Dix Hills , New York 11746 , United States
| | - Maurizio Del Poeta
- Institute of Chemical Biology and Drug Discovery , Stony Brook University , Stony Brook , New York 11794-3400 , United States.,Department of Molecular Genetics and Microbiology , Stony Brook University , Stony Brook , New York 11794-5222 , United States.,Veterans Administration Medical Center , Northport , New York 11768 , United States.,Division of Infectious Diseases, School of Medicine , Stony Brook University , New York 11794-8434 , United States
| | - Iwao Ojima
- Institute of Chemical Biology and Drug Discovery , Stony Brook University , Stony Brook , New York 11794-3400 , United States.,Department of Chemistry , Stony Brook University , Stony Brook , New York 11794-3400 , United States
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53
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Naidoo D, Pošta M, Roy A, Kulkarni M, Van Staden J. Synthesis of potent neuroprotective butenolides based on plant smoke derived 3,4,5-Trimethylfuran-2(5H)-one and 3-methyl-2H-furo[2,3-c]pyrone-2-one. PHYTOCHEMISTRY 2019; 163:187-194. [PMID: 31014820 DOI: 10.1016/j.phytochem.2019.03.014] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/23/2018] [Revised: 03/05/2019] [Accepted: 03/19/2019] [Indexed: 06/09/2023]
Abstract
Smoke derived karrikinolide and trimethylbutenolide exerted neuroprotective effects against monoamine oxidase and acetylcholinesterase. Synthesis of potent analogs was achieved. Sulphur substitution in the bicyclic ring structure of KAR1 displayed the most encouraging activity returning IC50 values of 13.75 ± 0.001 μM and 0.03 ± 0.02 μM for monoamine oxidase A and B and 0.08 ± 0.006 μM for acetylcholinesterase. Neuroprotective butenolides may be particularly useful in the treatment of depressive disorders, Alzheimer's and Parkinson's diseases.
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Affiliation(s)
- Devashan Naidoo
- Research Centre for Plant Growth and Development, School of Life Sciences, University of KwaZulu-Natal Pietermaritzburg, Private Bag X01, Scottsville, 3209, South Africa
| | - Martin Pošta
- Institute of Organic Chemistry and Biochemistry AS CR, v.v.i., Flemingovonám. 2, 16610, Prague 6, Czech Republic
| | - Ayan Roy
- Research Centre for Plant Growth and Development, School of Life Sciences, University of KwaZulu-Natal Pietermaritzburg, Private Bag X01, Scottsville, 3209, South Africa
| | - Manoj Kulkarni
- Research Centre for Plant Growth and Development, School of Life Sciences, University of KwaZulu-Natal Pietermaritzburg, Private Bag X01, Scottsville, 3209, South Africa
| | - Johannes Van Staden
- Research Centre for Plant Growth and Development, School of Life Sciences, University of KwaZulu-Natal Pietermaritzburg, Private Bag X01, Scottsville, 3209, South Africa.
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54
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Bueno PSA, Rodrigues-Vendramini FAV, Toplak M, Macheroux P, Kioshima ÉS, Seixas FAV. New inhibitors of chorismate synthase present antifungal activity against Paracoccidioides brasiliensis. Future Microbiol 2019; 14:969-980. [DOI: 10.2217/fmb-2019-0052] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Aim: A structural model of chorismate synthase (CS) from the pathogenic fungus Candida albicans was used for virtual screening simulations. Methods: Docking, molecular dynamics, cell growth inhibition and protein binding assays were used for search and validation. Results: Two molecules termed CS8 and CaCS02 were identified. Further studies of the minimal inhibitory concentration demonstrated fungicidal activity against Paracoccidioides brasiliensis with a minimal inhibitory concentration and minimal fungicidal concentration of 512 and 32 μg·ml-1 for CS8 and CaCS02, respectively. In addition, CaCS02 showed a strong synergistic effect in combination with amphotericin B without cytotoxic effects. In vitro studies using recombinant CS from P. brasiliensis showed IC50 of 29 μM for CaCS02 supporting our interpretation that inhibition of CS causes the observed fungicidal activity.
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Affiliation(s)
- Paulo SA Bueno
- Department of Technology, Universidade Estadual de Maringá, Av. Ângelo Moreira da Fonseca, 1800, 87506–370 Umuarama, PR, Brazil
| | | | - Marina Toplak
- Institute of Biochemistry, Graz University of Technology, Petersgasse 12/2, 8010, Graz, Austria
| | - Peter Macheroux
- Institute of Biochemistry, Graz University of Technology, Petersgasse 12/2, 8010, Graz, Austria
| | - Érika S Kioshima
- Department of Clinical Analysis & Biomedicine, Universidade Estadual de Maringá, Av. Colombo 5790, 87020–900 Maringá, PR, Brazil
| | - Flavio AV Seixas
- Department of Technology, Universidade Estadual de Maringá, Av. Ângelo Moreira da Fonseca, 1800, 87506–370 Umuarama, PR, Brazil
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55
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Zhou J, Jiang X, He S, Jiang H, Feng F, Liu W, Qu W, Sun H. Rational Design of Multitarget-Directed Ligands: Strategies and Emerging Paradigms. J Med Chem 2019; 62:8881-8914. [PMID: 31082225 DOI: 10.1021/acs.jmedchem.9b00017] [Citation(s) in RCA: 191] [Impact Index Per Article: 31.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Due to the complexity of multifactorial diseases, single-target drugs do not always exhibit satisfactory efficacy. Recently, increasing evidence indicates that simultaneous modulation of multiple targets may improve both therapeutic safety and efficacy, compared with single-target drugs. However, few multitarget drugs are on market or in clinical trials, despite the best efforts of medicinal chemists. This article discusses the systematic establishment of target combination, lead generation, and optimization of multitarget-directed ligands (MTDLs). Moreover, we analyze some MTDLs research cases for several complex diseases in recent years and the physicochemical properties of 117 clinical multitarget drugs, with the aim to reveal the trends and insights of the potential use of MTDLs.
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Affiliation(s)
- Junting Zhou
- Department of Medicinal Chemistry , China Pharmaceutical University , Nanjing 211198 , People's Republic of China.,Department of Natural Medicinal Chemistry , China Pharmaceutical University , Nanjing , 211198 , People's Republic of China
| | - Xueyang Jiang
- Department of Medicinal Chemistry , China Pharmaceutical University , Nanjing 211198 , People's Republic of China.,Department of Natural Medicinal Chemistry , China Pharmaceutical University , Nanjing , 211198 , People's Republic of China
| | - Siyu He
- Department of Medicinal Chemistry , China Pharmaceutical University , Nanjing 211198 , People's Republic of China
| | - Hongli Jiang
- Department of Medicinal Chemistry , China Pharmaceutical University , Nanjing 211198 , People's Republic of China.,Department of Natural Medicinal Chemistry , China Pharmaceutical University , Nanjing , 211198 , People's Republic of China
| | - Feng Feng
- Department of Natural Medicinal Chemistry , China Pharmaceutical University , Nanjing , 211198 , People's Republic of China.,Jiangsu Food and Pharmaceutical Science College , Huaian 223003 , People's Republic of China
| | - Wenyuan Liu
- Department of Analytical Chemistry , China Pharmaceutical University , Nanjing 210009 , People's Republic of China
| | - Wei Qu
- Department of Natural Medicinal Chemistry , China Pharmaceutical University , Nanjing , 211198 , People's Republic of China
| | - Haopeng Sun
- Department of Medicinal Chemistry , China Pharmaceutical University , Nanjing 211198 , People's Republic of China
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56
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Xie J, Shen Q, Huang K, Zheng T, Cheng L, Zhang Z, Yu Y, Liao G, Wang X, Li C. Oriented Assembly of Cell-Mimicking Nanoparticles via a Molecular Affinity Strategy for Targeted Drug Delivery. ACS NANO 2019; 13:5268-5277. [PMID: 31022341 DOI: 10.1021/acsnano.8b09681] [Citation(s) in RCA: 74] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
Cell membrane cloaking is an emerging field in drug delivery in which specific functions of parent cells are conferred to newly formed biomimetic vehicles. A growing variety of delivery systems with diverse surface properties have been utilized for this strategy, but it is unclear whether the affinity of membrane-core pairs could guarantee effective and proper camouflaging. In this study, we propose a concise and effective "molecular affinity" strategy using the intracellular domain of transmembrane receptors as "grippers" during membrane coating. Red blood cell (RBC) membranes and cationic liposomes were adopted for fabrication, and a peptide ligand derived from the cytoplasmic protein P4.2 was prepared to specifically recognize the cytoplasmic domain of band 3, a key transmembrane receptor of erythrocytes. Once anchored onto the liposome surface, the P4.2-derived peptide would interact with the isolated RBC membrane, forming a "hidden peptide button", which ensures the right-side-out orientation. The membrane-coated liposomes exhibited an appropriate size distribution around 100 nm and high stability, with superior circulation durations compared with those of conventional PEGylated liposomes. Importantly, they possessed the ability to target Candida albicans by the interaction between the pathogenic fungus and host erythrocytes and to neutralize hemotoxin secreted by the pathogenic fungi. The curative effect of the model drug was thus substantially improved. In summary, the "molecular affinity" strategy may provide a powerful and universal approach for the construction of cell membrane-coated biomaterials and nanomedicines at both laboratory and industrial scales.
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Affiliation(s)
- Jing Xie
- Key Laboratory of Luminescent and Real-Time Analytical Chemistry (Southwest University), Ministry of Education, College of Pharmaceutical Sciences , Southwest University , Chongqing , 400715 , China
| | - Qing Shen
- Renji Hospital, School of Medicine , Shanghai Jiao Tong University , Shanghai , 200032 China
| | - Kexin Huang
- Key Laboratory of Luminescent and Real-Time Analytical Chemistry (Southwest University), Ministry of Education, College of Pharmaceutical Sciences , Southwest University , Chongqing , 400715 , China
| | - Tingyu Zheng
- Key Laboratory of Luminescent and Real-Time Analytical Chemistry (Southwest University), Ministry of Education, College of Pharmaceutical Sciences , Southwest University , Chongqing , 400715 , China
| | - Liting Cheng
- Key Laboratory of Luminescent and Real-Time Analytical Chemistry (Southwest University), Ministry of Education, College of Pharmaceutical Sciences , Southwest University , Chongqing , 400715 , China
| | - Zhen Zhang
- Department of Clinical Laboratory , Chongqing General Hospital , Chongqing , 400014 , China
| | - Yang Yu
- Key Laboratory of Luminescent and Real-Time Analytical Chemistry (Southwest University), Ministry of Education, College of Pharmaceutical Sciences , Southwest University , Chongqing , 400715 , China
| | - Guojian Liao
- Key Laboratory of Luminescent and Real-Time Analytical Chemistry (Southwest University), Ministry of Education, College of Pharmaceutical Sciences , Southwest University , Chongqing , 400715 , China
| | - Xiaoyou Wang
- Key Laboratory of Luminescent and Real-Time Analytical Chemistry (Southwest University), Ministry of Education, College of Pharmaceutical Sciences , Southwest University , Chongqing , 400715 , China
| | - Chong Li
- Key Laboratory of Luminescent and Real-Time Analytical Chemistry (Southwest University), Ministry of Education, College of Pharmaceutical Sciences , Southwest University , Chongqing , 400715 , China
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57
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Koulouridi E, Valli M, Ntie-Kang F, Bolzani VDS. A primer on natural product-based virtual screening. PHYSICAL SCIENCES REVIEWS 2019. [DOI: 10.1515/psr-2018-0105] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Abstract
Databases play an important role in various computational techniques, including virtual screening (VS) and molecular modeling in general. These collections of molecules can contain a large amount of information, making them suitable for several drug discovery applications. For example, vendor, bioactivity data or target type can be found when searching a database. The introduction of these data resources and their characteristics is used for the design of an experiment. The description of the construction of a database can also be a good advisor for the creation of a new one. There are free available databases and commercial virtual libraries of molecules. Furthermore, a computational chemist can find databases for a general purpose or a specific subset such as natural products (NPs). In this chapter, NP database resources are presented, along with some guidelines when preparing an NP database for drug discovery purposes.
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58
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Al‐Anazi KM, Mahmoud AH, AbulFarah M, Allam AA, Fouda MMG, Gaffer HE. 2‐Amino‐5‐arylazothiazole‐Based Derivatives: In Vitro Cytotoxicity, Antioxidant Properties, and Bleomycin‐Dependent DNA Damage. ChemistrySelect 2019. [DOI: 10.1002/slct.201901148] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- Khalid M. Al‐Anazi
- Department of ZoologyCollege of ScienceKing Saud University, P.O. Box 2455 Riyadh11451 Saudia Arabia
| | - Ahmed H. Mahmoud
- Department of ZoologyCollege of ScienceKing Saud University, P.O. Box 2455 Riyadh11451 Saudia Arabia
| | - Mohammad AbulFarah
- Department of ZoologyCollege of ScienceKing Saud University, P.O. Box 2455 Riyadh11451 Saudia Arabia
| | - Ahmed A. Allam
- Department of ZoologyCollege of ScienceKing Saud University, P.O. Box 2455 Riyadh11451 Saudia Arabia
- Department of ZoologyFaculty of ScienceBeni-Suef University, Beni-Suef 65211 Egypt
| | - Moustafa M. G. Fouda
- Textile Industries Research DivisionNational Research Centre 33 El-Buhouth Street, Dokki Cairo12622 Egypt
| | - Hatem E. Gaffer
- Textile Industries Research DivisionNational Research Centre 33 El-Buhouth Street, Dokki Cairo12622 Egypt
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59
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Zuccolo M, Dallavalle S, Cincinelli R, Mattio L, Mazzini S, De Cesare M, Musso L. 2-Acryloyl-4,5-methylenedioxyphenol: A Small Molecule Endowed with Antidermatophytic Activity. LETT DRUG DES DISCOV 2019. [DOI: 10.2174/1570180815666180803115347] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Background:
Superficial fungal infections are the most common fungal diseases in
humans, affecting more than 25% of the population worldwide.
Methods:
In the present study, we have investigated the activity of kakuol, a natural compound
isolated from the rhizomes of Asarum sieboldii, and some analogues, against various dermatophytes
and pharmacologically relevant yeasts.
Results:
One of the tested compounds, 2-acryloyl-4,5-methylenedioxyphenol, showed a broadspectrum
activity against most of the fungal species assayed, resulting particularly effective against
dermatophyte strains (MIC values in the range of 0.25-0.5 µg/mL, two/four-fold lower than the
positive control miconazole).
Conclusion:
The results suggest that this molecule can be considered a promising starting point for
the development of new antifungal compounds.
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Affiliation(s)
- Marco Zuccolo
- Department of Food, Environmental and Nutritional Sciences, Division of Chemistry and Molecular Biology, Universita degli Studi di Milano, via Celoria 2, 20133 Milano, Italy
| | - Sabrina Dallavalle
- Department of Food, Environmental and Nutritional Sciences, Division of Chemistry and Molecular Biology, Universita degli Studi di Milano, via Celoria 2, 20133 Milano, Italy
| | - Raffaella Cincinelli
- Department of Food, Environmental and Nutritional Sciences, Division of Chemistry and Molecular Biology, Universita degli Studi di Milano, via Celoria 2, 20133 Milano, Italy
| | - Luce Mattio
- Department of Food, Environmental and Nutritional Sciences, Division of Chemistry and Molecular Biology, Universita degli Studi di Milano, via Celoria 2, 20133 Milano, Italy
| | - Stefania Mazzini
- Department of Food, Environmental and Nutritional Sciences, Division of Chemistry and Molecular Biology, Universita degli Studi di Milano, via Celoria 2, 20133 Milano, Italy
| | - Michelandrea De Cesare
- Department of Experimental Oncology and Molecular Medicine Fondazione IRCCS-Istituto Nazionale dei Tumori, Via Amadeo 42, 20133 Milano, Italy
| | - Loana Musso
- Department of Food, Environmental and Nutritional Sciences, Division of Chemistry and Molecular Biology, Universita degli Studi di Milano, via Celoria 2, 20133 Milano, Italy
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60
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The next level in chemical space navigation: going far beyond enumerable compound libraries. Drug Discov Today 2019; 24:1148-1156. [PMID: 30851414 DOI: 10.1016/j.drudis.2019.02.013] [Citation(s) in RCA: 134] [Impact Index Per Article: 22.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2018] [Revised: 02/01/2019] [Accepted: 02/28/2019] [Indexed: 10/27/2022]
Abstract
Recent innovations have brought pharmacophore-driven methods for navigating virtual chemical spaces, the size of which can reach into the billions of molecules, to the fingertips of every chemist. There has been a paradigm shift in the underlying computational chemistry that drives chemical space search applications, incorporating intelligent reaction knowledge into their core so that they can readily deliver commercially available molecules as nearest neighbor hits from within giant virtual spaces. These vast resources enable medicinal chemists to execute rapid scaffold-hopping experiments, rapid hit expansion, and structure-activity relationship (SAR) exploitation in largely intellectual property (IP)-free territory and at unparalleled low cost.
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Sniecikowska J, Gluch-Lutwin M, Bucki A, Więckowska A, Siwek A, Jastrzebska-Wiesek M, Partyka A, Wilczyńska D, Pytka K, Pociecha K, Cios A, Wyska E, Wesołowska A, Pawłowski M, Varney MA, Newman-Tancredi A, Kolaczkowski M. Novel Aryloxyethyl Derivatives of 1-(1-Benzoylpiperidin-4-yl)methanamine as the Extracellular Regulated Kinases 1/2 (ERK1/2) Phosphorylation-Preferring Serotonin 5-HT 1A Receptor-Biased Agonists with Robust Antidepressant-like Activity. J Med Chem 2019; 62:2750-2771. [PMID: 30721053 DOI: 10.1021/acs.jmedchem.9b00062] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Novel 1-(1-benzoylpiperidin-4-yl)methanamine derivatives were designed as "biased agonists" of serotonin 5-HT1A receptors. The compounds were tested in signal transduction assays (ERK1/2 phosphorylation, cAMP inhibition, Ca2+ mobilization, and β-arrestin recruitment) which identified ERK1/2 phosphorylation-preferring aryloxyethyl derivatives. The novel series showed high 5-HT1A receptor affinity, >1000-fold selectivity versus noradrenergic α1, dopamine D2, serotonin 5-HT2A, histamine H1, and muscarinic M1 receptors, and favorable druglike properties (CNS-MPO, Fsp3, LELP). The lead structure, (3-chloro-4-fluorophenyl)(4-fluoro-4-(((2-(pyridin-2-yloxy)ethyl)amino)methyl)piperidin-1-yl)methanone (17, NLX-204), displayed high selectivity in the SafetyScreen44 panel (including hERG channel), high solubility, metabolic stability, and Caco-2 penetration and did not block CYP3A4, CYP2D6 isoenzymes, or P-glycoprotein. Preliminary in vivo studies confirmed its promising pharmacokinetic profile. 17 also robustly stimulated ERK1/2 phosphorylation in rat cortex and showed highly potent (MED = 0.16 mg/kg) and efficacious antidepressant-like activity, totally eliminating immobility in the rat Porsolt test. These data suggest that the present 5-HT1A receptor-biased agonists could constitute promising antidepressant drug candidates.
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Affiliation(s)
- Joanna Sniecikowska
- Faculty of Pharmacy , Jagiellonian University Medical College , 9 Medyczna Street , 30-688 Kraków , Poland
| | - Monika Gluch-Lutwin
- Faculty of Pharmacy , Jagiellonian University Medical College , 9 Medyczna Street , 30-688 Kraków , Poland
| | - Adam Bucki
- Faculty of Pharmacy , Jagiellonian University Medical College , 9 Medyczna Street , 30-688 Kraków , Poland
| | - Anna Więckowska
- Faculty of Pharmacy , Jagiellonian University Medical College , 9 Medyczna Street , 30-688 Kraków , Poland
| | - Agata Siwek
- Faculty of Pharmacy , Jagiellonian University Medical College , 9 Medyczna Street , 30-688 Kraków , Poland
| | | | - Anna Partyka
- Faculty of Pharmacy , Jagiellonian University Medical College , 9 Medyczna Street , 30-688 Kraków , Poland
| | - Daria Wilczyńska
- Faculty of Pharmacy , Jagiellonian University Medical College , 9 Medyczna Street , 30-688 Kraków , Poland
| | - Karolina Pytka
- Faculty of Pharmacy , Jagiellonian University Medical College , 9 Medyczna Street , 30-688 Kraków , Poland
| | - Krzysztof Pociecha
- Faculty of Pharmacy , Jagiellonian University Medical College , 9 Medyczna Street , 30-688 Kraków , Poland
| | - Agnieszka Cios
- Faculty of Pharmacy , Jagiellonian University Medical College , 9 Medyczna Street , 30-688 Kraków , Poland
| | - Elżbieta Wyska
- Faculty of Pharmacy , Jagiellonian University Medical College , 9 Medyczna Street , 30-688 Kraków , Poland
| | - Anna Wesołowska
- Faculty of Pharmacy , Jagiellonian University Medical College , 9 Medyczna Street , 30-688 Kraków , Poland
| | - Maciej Pawłowski
- Faculty of Pharmacy , Jagiellonian University Medical College , 9 Medyczna Street , 30-688 Kraków , Poland
| | - Mark A Varney
- Neurolixis Inc. , 34145 Pacific Coast Highway #504 , Dana Point , 92629 California , United States
| | - Adrian Newman-Tancredi
- Neurolixis Inc. , 34145 Pacific Coast Highway #504 , Dana Point , 92629 California , United States
| | - Marcin Kolaczkowski
- Faculty of Pharmacy , Jagiellonian University Medical College , 9 Medyczna Street , 30-688 Kraków , Poland
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62
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Isolation and in silico prediction of potential drug-like compounds from Anethum sowa L. root extracts targeted towards cancer therapy. Comput Biol Chem 2019; 78:242-259. [DOI: 10.1016/j.compbiolchem.2018.11.025] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2018] [Revised: 10/22/2018] [Accepted: 11/28/2018] [Indexed: 12/16/2022]
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63
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Jiménez J, Sabbadin D, Cuzzolin A, Martínez-Rosell G, Gora J, Manchester J, Duca J, De Fabritiis G. PathwayMap: Molecular Pathway Association with Self-Normalizing Neural Networks. J Chem Inf Model 2019; 59:1172-1181. [PMID: 30586501 DOI: 10.1021/acs.jcim.8b00711] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Drug discovery suffers from high attrition because compounds initially deemed as promising can later show ineffectiveness or toxicity resulting from a poor understanding of their activity profile. In this work, we describe a deep self-normalizing neural network model for the prediction of molecular pathway association and evaluate its performance, showing an AUC ranging from 0.69 to 0.91 on a set of compounds extracted from ChEMBL and from 0.81 to 0.83 on an external data set provided by Novartis. We finally discuss the applicability of the proposed model in the domain of lead discovery. A usable application is available via PlayMolecule.org .
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Affiliation(s)
- José Jiménez
- Computational Science Laboratory , Universitat Pompeu Fabra , Barcelona Biomedical Research Park (PRBB), Carrer del Dr. Aiguader 88 , 08003 , Barcelona , Spain
| | - Davide Sabbadin
- Computational Science Laboratory , Universitat Pompeu Fabra , Barcelona Biomedical Research Park (PRBB), Carrer del Dr. Aiguader 88 , 08003 , Barcelona , Spain
| | - Alberto Cuzzolin
- Acellera , Barcelona Biomedical Research Park (PRBB) , Carrer del Dr. Aiguader 88 , 08003 , Barcelona , Spain
| | - Gerard Martínez-Rosell
- Acellera , Barcelona Biomedical Research Park (PRBB) , Carrer del Dr. Aiguader 88 , 08003 , Barcelona , Spain
| | - Jacob Gora
- Global Discovery Chemistry , Novartis Institutes for Biomedical Research , 250 Massachusetts Avenue , Cambridge , Massachusetts 02139 , United States.,Department of Mathematics and Computer Science , Freie Universität Berlin , Takustr. 9 , 14195 Berlin , Germany
| | - John Manchester
- Global Discovery Chemistry , Novartis Institutes for Biomedical Research , 250 Massachusetts Avenue , Cambridge , Massachusetts 02139 , United States
| | - José Duca
- Global Discovery Chemistry , Novartis Institutes for Biomedical Research , 250 Massachusetts Avenue , Cambridge , Massachusetts 02139 , United States
| | - Gianni De Fabritiis
- Computational Science Laboratory , Universitat Pompeu Fabra , Barcelona Biomedical Research Park (PRBB), Carrer del Dr. Aiguader 88 , 08003 , Barcelona , Spain.,Acellera , Barcelona Biomedical Research Park (PRBB) , Carrer del Dr. Aiguader 88 , 08003 , Barcelona , Spain.,Institució Catalana de Recerca i Estudis Avançats (ICREA) , Passeig Lluis Companys 23 , 08010 Barcelona , Spain
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64
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Vance NR, Witkin KR, Rooney PW, Li Y, Pope M, Spies MA. Elucidating the Catalytic Power of Glutamate Racemase by Investigating a Series of Covalent Inhibitors. ChemMedChem 2018; 13:2514-2521. [PMID: 30264520 DOI: 10.1002/cmdc.201800592] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2018] [Indexed: 12/29/2022]
Abstract
The application of covalent inhibitors has experienced a renaissance within drug discovery programs in the last decade. To leverage the superior potency and drug target residence time of covalent inhibitors, there have been extensive efforts to develop highly specific covalent modifications to decrease off-target liabilities. Herein, we present a series of covalent inhibitors of an antimicrobial drug target, glutamate racemase, discovered through structure-based virtual screening. A combination of enzyme kinetics, mass spectrometry, and surface-plasmon resonance experiments details a highly specific 1,4-conjugate addition of a small-molecule inhibitor with a catalytic cysteine of glutamate racemase. Molecular dynamics simulations and quantum mechanics-molecular mechanics geometry optimizations reveal the chemistry of the conjugate addition. Two compounds from this series of inhibitors display antimicrobial potency similar to β-lactam antibiotics, with significant activity against methicillin-resistant S. aureus strains. This study elucidates a detailed chemical rationale for covalent inhibition and provides a platform for the development of antimicrobials with a novel mechanism of action against a target in the cell wall biosynthesis pathway.
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Affiliation(s)
- Nicholas R Vance
- Division of Medicinal and Natural Products Chemistry, College of Pharmacy, University of Iowa, 115 S. Grand Ave., Iowa City, IA, 52242, USA
| | - Katie R Witkin
- Division of Medicinal and Natural Products Chemistry, College of Pharmacy, University of Iowa, 115 S. Grand Ave., Iowa City, IA, 52242, USA
| | - Patrick W Rooney
- Department of Biochemistry, Carver College of Medicine, University of Iowa, 51 Newton Road, 4-403 Bowen Science Building, Iowa City, IA, 52242, USA
| | - Yalan Li
- Proteomics Facility, Carver College of Medicine, University of Iowa, 355 EMRB, Iowa City, IA, 52242, USA
| | - Marshall Pope
- Proteomics Facility, Carver College of Medicine, University of Iowa, 355 EMRB, Iowa City, IA, 52242, USA
| | - M Ashley Spies
- Division of Medicinal and Natural Products Chemistry, College of Pharmacy, University of Iowa, 115 S. Grand Ave., Iowa City, IA, 52242, USA.,Department of Biochemistry, Carver College of Medicine, University of Iowa, 51 Newton Road, 4-403 Bowen Science Building, Iowa City, IA, 52242, USA
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65
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Salehabadi H, Khajeh K, Dabirmanesh B, Biglar M, Amanlou M. Evaluation of angiotensin converting enzyme inhibitors by SPR biosensor and theoretical studies. Enzyme Microb Technol 2018; 120:117-123. [PMID: 30396392 DOI: 10.1016/j.enzmictec.2018.10.010] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2017] [Revised: 06/13/2018] [Accepted: 10/19/2018] [Indexed: 01/01/2023]
Abstract
Surface plasmon resonance (SPR) biosensor has been utilized for monitoring analyte-ligand interactions in modern drug discovery processes. SPR biosensors measure the change in refractive indexes over the course of analyte molecules' binding to a specific immobilized ligand on sensor chip. This effort highlights a comprehensive SPR study besides enzymatic assay for discovery of new Angiotensin Converting Enzyme (ACE) inhibitors via screening of medicinal plants. At first, five medicinal plants were selected as potential sources for developing new ACE inhibitors through hydrolyzing hippuryl-L-histidyl-L-leucine (HHL) assay. The interaction of selected extracts with immobilized ACE on the sensor chip (500D) confirmed that the Onopordum acanthium L. had the greatest ACE inhibition activity among the set of compounds and its active compound (onopordia) was isolated. SPR biosensor used to evaluate binding affinity of onopordia and ACE. Equilibrium constant (KD), and changes in Gibb's free energy of the binding (ΔGbinding) values for the interaction of onopordia with ACE were found to be 10.24 μM and -28.48 kJ/mol, respectively. Computational analysis supported the binding of onopordia to the ACE active site. Kinetic and thermodynamic parameters of binding revealed that onopordia is an acceptable ACE inhibitor and could treat hypertension. SPR biosensor can be used to improve the drug discovery process for many important classes of drug targets due to its great sensitivity.
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Affiliation(s)
- Hafezeh Salehabadi
- Department of Medicinal Chemistry, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, 14176-53955, Iran
| | - Khosro Khajeh
- Department of Biochemistry, Faculty of Biological Sciences, Tarbiat Modares University, Tehran, 14115-111, Iran
| | - Bahareh Dabirmanesh
- Department of Biochemistry, Faculty of Biological Sciences, Tarbiat Modares University, Tehran, 14115-111, Iran
| | - Mahmood Biglar
- Drug Design and Development Research Center, The Institute of Pharmaceutical Sciences (TIPS), Tehran University of Medical Sciences, Tehran, 14176-53955, Iran
| | - Massoud Amanlou
- Department of Medicinal Chemistry, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, 14176-53955, Iran; Drug Design and Development Research Center, The Institute of Pharmaceutical Sciences (TIPS), Tehran University of Medical Sciences, Tehran, 14176-53955, Iran.
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66
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Kummari LK, Butler MS, Furlong E, Blundell R, Nouwens A, Silva AB, Kappler U, Fraser JA, Kobe B, Cooper MA, Robertson AAB. Antifungal benzo[b]thiophene 1,1-dioxide IMPDH inhibitors exhibit pan-assay interference (PAINS) profiles. Bioorg Med Chem 2018; 26:5408-5419. [PMID: 30322754 DOI: 10.1016/j.bmc.2018.09.004] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2018] [Revised: 08/21/2018] [Accepted: 09/03/2018] [Indexed: 12/14/2022]
Abstract
Fungi cause serious life-threatening infections in immunocompromised individuals and current treatments are now complicated by toxicity issues and the emergence of drug resistant strains. Consequently, there is a need for development of new antifungal drugs. Inosine monophosphate dehydrogenase (IMPDH), a key component of the de novo purine biosynthetic pathway, is essential for growth and virulence of fungi and is a potential drug target. In this study, a high-throughput screen of 114,000 drug-like compounds against Cryptococcus neoformans IMPDH was performed. We identified three 3-((5-substituted)-1,3,4-oxadiazol-2-yl)thio benzo[b]thiophene 1,1-dioxides that inhibited Cryptococcus IMPDH and also possessed whole cell antifungal activity. Analogs were synthesized to explore the SAR of these hits. Modification of the fifth substituent on the 1,3,4-oxadiazole ring yielded compounds with nanomolar in vitro activity, but with associated cytotoxicity. In contrast, two analogs generated by substituting the 1,3,4-oxadiazole ring with imidazole and 1,2,4-triazole gave reduced IMPDH inhibition in vitro, but were not cytotoxic. During enzyme kinetic studies in the presence of DTT, nucleophilic attack of a free thiol occurred with the benzo[b]thiophene 1,1-dioxide. Two representative compounds with substitution at the 5 position of the 1,3,4-oxadiazole ring, showed mixed inhibition in the absence of DTT. Incubation of these compounds with Cryptococcus IMPDH followed by mass spectrometry analysis showed non-specific and covalent binding with IMPDH at multiple cysteine residues. These results support recent reports that the benzo[b]thiophene 1,1-dioxides moiety as PAINS (pan-assay interference compounds) contributor.
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Affiliation(s)
- Lalith K Kummari
- School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, Queensland 4072, Australia; Australian Infectious Diseases Research Centre, School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, QLD 4072, Australia; Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4072, Australia
| | - Mark S Butler
- Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4072, Australia
| | - Emily Furlong
- Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4072, Australia
| | - Ross Blundell
- Australian Infectious Diseases Research Centre, School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, QLD 4072, Australia
| | - Amanda Nouwens
- School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, Queensland 4072, Australia
| | - Alberto B Silva
- Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4072, Australia; AC Immune SA, EPFL Innovation Park, CH-1015 Lausanne, Switzerland
| | - Ulrike Kappler
- Centre for Metals in Biology, School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, Queensland 4072, Australia
| | - James A Fraser
- Australian Infectious Diseases Research Centre, School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, QLD 4072, Australia
| | - Bostjan Kobe
- Australian Infectious Diseases Research Centre, School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, QLD 4072, Australia; Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4072, Australia
| | - Matthew A Cooper
- Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4072, Australia
| | - Avril A B Robertson
- School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, Queensland 4072, Australia; Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4072, Australia.
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67
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Siramshetty VB, Preissner R, Gohlke BO. Exploring Activity Profiles of PAINS and Their Structural Context in Target–Ligand Complexes. J Chem Inf Model 2018; 58:1847-1857. [DOI: 10.1021/acs.jcim.8b00385] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Vishal B. Siramshetty
- Structural Bioinformatics Group, Charité-Universitätsmedizin Berlin, 10115 Berlin, Germany
- BB3R - Berlin Brandenburg 3R Graduate School, Freie Universität Berlin, 14195 Berlin, Germany
| | - Robert Preissner
- Structural Bioinformatics Group, Charité-Universitätsmedizin Berlin, 10115 Berlin, Germany
- BB3R - Berlin Brandenburg 3R Graduate School, Freie Universität Berlin, 14195 Berlin, Germany
| | - Bjoern-Oliver Gohlke
- Structural Bioinformatics Group, Charité-Universitätsmedizin Berlin, 10115 Berlin, Germany
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68
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Gandini A, Bartolini M, Tedesco D, Martinez-Gonzalez L, Roca C, Campillo NE, Zaldivar-Diez J, Perez C, Zuccheri G, Miti A, Feoli A, Castellano S, Petralla S, Monti B, Rossi M, Moda F, Legname G, Martinez A, Bolognesi ML. Tau-Centric Multitarget Approach for Alzheimer’s Disease: Development of First-in-Class Dual Glycogen Synthase Kinase 3β and Tau-Aggregation Inhibitors. J Med Chem 2018; 61:7640-7656. [DOI: 10.1021/acs.jmedchem.8b00610] [Citation(s) in RCA: 63] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Affiliation(s)
- Annachiara Gandini
- Department of Pharmacy and Biotechnology, Alma Mater Studiorum—University of Bologna, Via Belmeloro 6, I-40126 Bologna, Italy
- Laboratory of Prion Biology, Department of Neuroscience, Scuola Internazionale Superiore di Studi Avanzati (SISSA), Via Bonomea 265, I-34136 Trieste, Italy
| | - Manuela Bartolini
- Department of Pharmacy and Biotechnology, Alma Mater Studiorum—University of Bologna, Via Belmeloro 6, I-40126 Bologna, Italy
| | - Daniele Tedesco
- Department of Pharmacy and Biotechnology, Alma Mater Studiorum—University of Bologna, Via Belmeloro 6, I-40126 Bologna, Italy
| | | | - Carlos Roca
- Centro de Investigaciones Biologica, CSIC, Ramiro de Maeztu 9, 28040 Madrid, Spain
| | - Nuria E. Campillo
- Centro de Investigaciones Biologica, CSIC, Ramiro de Maeztu 9, 28040 Madrid, Spain
| | - Josefa Zaldivar-Diez
- Centro de Investigaciones Biologica, CSIC, Ramiro de Maeztu 9, 28040 Madrid, Spain
| | - Concepción Perez
- Instituto de Quimica Medica, CSIC, Calle Juan de la Cierva 3, 28006 Madrid, Spain
| | - Giampaolo Zuccheri
- Department of Pharmacy and Biotechnology, Alma Mater Studiorum—University of Bologna, Via Belmeloro 6, I-40126 Bologna, Italy
- S3 Center of the Institute of Nanosciences, Italian National Research Council (CNR), I-41125 Modena, Italy
| | - Andrea Miti
- Department of Pharmacy and Biotechnology, Alma Mater Studiorum—University of Bologna, Via Belmeloro 6, I-40126 Bologna, Italy
- S3 Center of the Institute of Nanosciences, Italian National Research Council (CNR), I-41125 Modena, Italy
| | - Alessandra Feoli
- EpigeneticMedChemLab, Department of Pharmacy, University of Salerno, Via Giovanni Paolo II 132, I-84084 Fisciano, Italy
| | - Sabrina Castellano
- EpigeneticMedChemLab, Department of Pharmacy, University of Salerno, Via Giovanni Paolo II 132, I-84084 Fisciano, Italy
| | - Sabrina Petralla
- Department of Pharmacy and Biotechnology, Alma Mater Studiorum—University of Bologna, Via Belmeloro 6, I-40126 Bologna, Italy
| | - Barbara Monti
- Department of Pharmacy and Biotechnology, Alma Mater Studiorum—University of Bologna, Via Belmeloro 6, I-40126 Bologna, Italy
| | - Martina Rossi
- Laboratory of Prion Biology, Department of Neuroscience, Scuola Internazionale Superiore di Studi Avanzati (SISSA), Via Bonomea 265, I-34136 Trieste, Italy
| | - Fabio Moda
- Fondazione IRCCS Istituto Neurologico Carlo Besta, via Celoria 11, I-20133 Milan, Italy
| | - Giuseppe Legname
- Laboratory of Prion Biology, Department of Neuroscience, Scuola Internazionale Superiore di Studi Avanzati (SISSA), Via Bonomea 265, I-34136 Trieste, Italy
| | - Ana Martinez
- Centro de Investigaciones Biologica, CSIC, Ramiro de Maeztu 9, 28040 Madrid, Spain
| | - Maria Laura Bolognesi
- Department of Pharmacy and Biotechnology, Alma Mater Studiorum—University of Bologna, Via Belmeloro 6, I-40126 Bologna, Italy
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69
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Garcia C, Burgain A, Chaillot J, Pic É, Khemiri I, Sellam A. A phenotypic small-molecule screen identifies halogenated salicylanilides as inhibitors of fungal morphogenesis, biofilm formation and host cell invasion. Sci Rep 2018; 8:11559. [PMID: 30068935 PMCID: PMC6070544 DOI: 10.1038/s41598-018-29973-8] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2018] [Accepted: 07/23/2018] [Indexed: 12/15/2022] Open
Abstract
A poorly exploited paradigm in the antimicrobial therapy field is to target virulence traits for drug development. In contrast to target-focused approaches, antivirulence phenotypic screens enable identification of bioactive molecules that induce a desirable biological readout without making a priori assumption about the cellular target. Here, we screened a chemical library of 678 small molecules against the invasive hyphal growth of the human opportunistic yeast Candida albicans. We found that a halogenated salicylanilide (N1-(3,5-dichlorophenyl)-5-chloro-2-hydroxybenzamide) and one of its analogs, Niclosamide, an FDA-approved anthelmintic in humans, exhibited both antifilamentation and antibiofilm activities against C. albicans and the multi-resistant yeast C. auris. The antivirulence activity of halogenated salicylanilides were also expanded to C. albicans resistant strains with different resistance mechanisms. We also found that Niclosamide protected the intestinal epithelial cells against invasion by C. albicans. Transcriptional profiling of C. albicans challenged with Niclosamide exhibited a signature that is characteristic of the mitochondria-to-nucleus retrograde response. Our chemogenomic analysis showed that halogenated salicylanilides compromise the potential-dependant mitochondrial protein translocon machinery. Given the fact that the safety of Niclosamide is well established in humans, this molecule could represent the first clinically approved antivirulence agent against a pathogenic fungus.
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Affiliation(s)
- Carlos Garcia
- CHU de Québec Research Center (CHUQ), Université Laval, Quebec City, QC, Canada
| | - Anaïs Burgain
- CHU de Québec Research Center (CHUQ), Université Laval, Quebec City, QC, Canada
| | - Julien Chaillot
- CHU de Québec Research Center (CHUQ), Université Laval, Quebec City, QC, Canada
| | - Émilie Pic
- CHU de Québec Research Center (CHUQ), Université Laval, Quebec City, QC, Canada
| | - Inès Khemiri
- CHU de Québec Research Center (CHUQ), Université Laval, Quebec City, QC, Canada
| | - Adnane Sellam
- CHU de Québec Research Center (CHUQ), Université Laval, Quebec City, QC, Canada.
- Department of Microbiology-Infectious Disease and Immunology, Faculty of Medicine, Université Laval, Quebec City, QC, Canada.
- Big Data Research Centre (BDRC-UL), Université Laval, Faculty of Sciences and engineering, Quebec City, QC, Canada.
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70
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Mottin M, Borba JVVB, Braga RC, Torres PHM, Martini MC, Proenca-Modena JL, Judice CC, Costa FTM, Ekins S, Perryman AL, Horta Andrade C. The A-Z of Zika drug discovery. Drug Discov Today 2018; 23:1833-1847. [PMID: 29935345 PMCID: PMC7108251 DOI: 10.1016/j.drudis.2018.06.014] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2018] [Revised: 05/23/2018] [Accepted: 06/14/2018] [Indexed: 02/07/2023]
Abstract
Despite the recent outbreak of Zika virus (ZIKV), there are still no approved treatments, and early-stage compounds are probably many years away from approval. A comprehensive A-Z review of the recent advances in ZIKV drug discovery efforts is presented, highlighting drug repositioning and computationally guided compounds, including discovered viral and host cell inhibitors. Promising ZIKV molecular targets are also described and discussed, as well as targets belonging to the host cell, as new opportunities for ZIKV drug discovery. All this knowledge is not only crucial to advancing the fight against the Zika virus and other flaviviruses but also helps us prepare for the next emerging virus outbreak to which we will have to respond.
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Affiliation(s)
- Melina Mottin
- LabMol - Laboratory for Molecular Modeling and Drug Design, Faculdade de Farmacia, Universidade Federal de Goias - UFG, Goiânia, GO 74605-170, Brazil
| | - Joyce V V B Borba
- LabMol - Laboratory for Molecular Modeling and Drug Design, Faculdade de Farmacia, Universidade Federal de Goias - UFG, Goiânia, GO 74605-170, Brazil
| | - Rodolpho C Braga
- LabMol - Laboratory for Molecular Modeling and Drug Design, Faculdade de Farmacia, Universidade Federal de Goias - UFG, Goiânia, GO 74605-170, Brazil
| | - Pedro H M Torres
- Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, RJ 21040-900, Brazil; Department of Biochemistry, University of Cambridge, 80 Tennis Court Road, Cambridge CB2 1GA, UK
| | - Matheus C Martini
- Laboratory of Emerging Viruses (LEVE), Department of Genetics, Evolution, Microbiology and Immunology, Institute of Biology, UNICAMP, Campinas, SP 13083-864, Brazil
| | - Jose Luiz Proenca-Modena
- Laboratory of Emerging Viruses (LEVE), Department of Genetics, Evolution, Microbiology and Immunology, Institute of Biology, UNICAMP, Campinas, SP 13083-864, Brazil
| | - Carla C Judice
- Laboratory of Tropical Diseases - Prof. Dr. Luiz Jacintho da Silva, Department of Genetics, Evolution, Microbiology and Immunology, Institute of Biology, UNICAMP, Campinas, SP 13083-864, Brazil
| | - Fabio T M Costa
- Laboratory of Tropical Diseases - Prof. Dr. Luiz Jacintho da Silva, Department of Genetics, Evolution, Microbiology and Immunology, Institute of Biology, UNICAMP, Campinas, SP 13083-864, Brazil
| | - Sean Ekins
- Collaborations Pharmaceuticals, Inc., 840 Main Campus Drive, Lab 3510, Raleigh, NC 27606, USA
| | - Alexander L Perryman
- Department of Pharmacology, Physiology and Neuroscience, Rutgers University-New Jersey Medical School, Newark, NJ 07103, USA
| | - Carolina Horta Andrade
- LabMol - Laboratory for Molecular Modeling and Drug Design, Faculdade de Farmacia, Universidade Federal de Goias - UFG, Goiânia, GO 74605-170, Brazil; Laboratory of Tropical Diseases - Prof. Dr. Luiz Jacintho da Silva, Department of Genetics, Evolution, Microbiology and Immunology, Institute of Biology, UNICAMP, Campinas, SP 13083-864, Brazil.
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71
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Pallesen JS, Tran KT, Bach A. Non-covalent Small-Molecule Kelch-like ECH-Associated Protein 1–Nuclear Factor Erythroid 2-Related Factor 2 (Keap1–Nrf2) Inhibitors and Their Potential for Targeting Central Nervous System Diseases. J Med Chem 2018; 61:8088-8103. [DOI: 10.1021/acs.jmedchem.8b00358] [Citation(s) in RCA: 56] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Affiliation(s)
- Jakob S. Pallesen
- Department of Drug Design and Pharmacology, Faculty of Health and Medical Sciences, University of Copenhagen, Universitetsparken 2, DK-2100 Copenhagen, Denmark
| | - Kim T. Tran
- Department of Drug Design and Pharmacology, Faculty of Health and Medical Sciences, University of Copenhagen, Universitetsparken 2, DK-2100 Copenhagen, Denmark
| | - Anders Bach
- Department of Drug Design and Pharmacology, Faculty of Health and Medical Sciences, University of Copenhagen, Universitetsparken 2, DK-2100 Copenhagen, Denmark
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72
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Chakravorty SJ, Chan J, Greenwood MN, Popa-Burke I, Remlinger KS, Pickett SD, Green DVS, Fillmore MC, Dean TW, Luengo JI, Macarrón R. Nuisance Compounds, PAINS Filters, and Dark Chemical Matter in the GSK HTS Collection. SLAS DISCOVERY 2018; 23:532-545. [PMID: 29699447 DOI: 10.1177/2472555218768497] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
High-throughput screening (HTS) hits include compounds with undesirable properties. Many filters have been described to identify such hits. Notably, pan-assay interference compounds (PAINS) has been adopted by the community as the standard term to refer to such filters, and very useful guidelines have been adopted by the American Chemical Society (ACS) and subsequently triggered a healthy scientific debate about the pitfalls of draconian use of filters. Using an inhibitory frequency index, we have analyzed in detail the promiscuity profile of the whole GlaxoSmithKline (GSK) HTS collection comprising more than 2 million unique compounds that have been tested in hundreds of screening assays. We provide a comprehensive analysis of many previously published filters and newly described classes of nuisance structures that may serve as a useful source of empirical information to guide the design or growth of HTS collections and hit triaging strategies.
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Affiliation(s)
- Subhas J Chakravorty
- 1 GlaxoSmithKline R&D Pharmaceuticals, Computational Chemistry, Collegeville, PA, USA
| | - James Chan
- 2 GlaxoSmithKline R&D Pharmaceuticals, Sample Management Technologies, Collegeville, PA, USA.,3 Retired, PA, USA
| | - Marie Nicole Greenwood
- 2 GlaxoSmithKline R&D Pharmaceuticals, Sample Management Technologies, Collegeville, PA, USA
| | - Ioana Popa-Burke
- 4 GlaxoSmithKline R&D Pharmaceuticals, Sample Management Technologies, Research Triangle Park, NC, USA.,5 Sandoz, Munich, Germany
| | - Katja S Remlinger
- 6 GlaxoSmithKline R&D Pharmaceuticals, Statistical Sciences, Research Triangle Park, NC, USA
| | - Stephen D Pickett
- 7 GlaxoSmithKline R&D Pharmaceuticals, Computational Chemistry, Stevenage, UK
| | - Darren V S Green
- 7 GlaxoSmithKline R&D Pharmaceuticals, Computational Chemistry, Stevenage, UK
| | - Martin C Fillmore
- 8 GlaxoSmithKline R&D Pharmaceuticals, Medicinal Chemistry, Stevenage, UK
| | - Tony W Dean
- 8 GlaxoSmithKline R&D Pharmaceuticals, Medicinal Chemistry, Stevenage, UK
| | - Juan I Luengo
- 9 GlaxoSmithKline R&D Pharmaceuticals, Medicinal Chemistry, Collegeville, PA, USA.,10 Prelude Therapeutics, Newark, DE, USA
| | - Ricardo Macarrón
- 2 GlaxoSmithKline R&D Pharmaceuticals, Sample Management Technologies, Collegeville, PA, USA
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73
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Aldrich CC, Calderón F. 2 nd SCI/RSC Symposium on Medicinal Chemistry for Global Health: A Unique Opportunity for the Field. ACS Infect Dis 2018; 4:424-428. [PMID: 29649878 DOI: 10.1021/acsinfecdis.8b00022] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Courtney C. Aldrich
- Department of Medicinal Chemistry, College of Pharmacy, University of Minnesota, 8-174 Weaver-Densford Hall, 308 Harvard Street S.E., Minneapolis, Minneosta 55455, United States
| | - Félix Calderón
- Tres Cantos, Medicines Development Campus, DDW, GlaxoSmithKline, Severo Ochoa 2, Tres Cantos, Madrid 28760, Spain
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74
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Azad I, Nasibullah M, Khan T, Hassan F, Akhter Y. Exploring the novel heterocyclic derivatives as lead molecules for design and development of potent anticancer agents. J Mol Graph Model 2018; 81:211-228. [PMID: 29609141 DOI: 10.1016/j.jmgm.2018.02.013] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2017] [Revised: 01/22/2018] [Accepted: 02/19/2018] [Indexed: 12/22/2022]
Abstract
This paper deals with in silico evaluation of newly proposed heterocyclic derivatives in search of potential anticancer activity. Best possible drug candidates have been proposed using a rational approach employing a pipeline of computational techniques namely MetaPrint2D prediction, molinspiration, cheminformatics, Osiris Data warrior, AutoDock and iGEMDOCK. Lazar toxicity prediction, AdmetSAR predictions, and targeted docking studies were also performed. 27 heterocyclic derivatives were selected for bioactivity prediction and drug likeness score on the basis of Lipinski's rule, Viber rule, Ghose filter, leadlikeness and Pan Assay Interference Compounds (PAINS) rule. Bufuralol, Sunitinib, and Doxorubicin were selected as reference standard drug for the comparison of molecular descriptors and docking. Bufuralol is a known non-selective adreno-receptor blocking agent. Studies showed that beta blockers are also used against different types of cancers. Sunitinib is well known Food and Drug administration (FDA) approved pyrrole containing tyrosine kinase inhibitor and our proposed molecules possess similarities with both drug and doxorubicin is another moiety having anticancer activity. All heterocyclic derivatives were found to obey the drug filters except standard drug Doxorubicin. Bioactivity score of the compounds was predicted for drug targets including enzymes, nuclear receptors, kinase inhibitors, G protein-coupled receptor (GPCR) ligands and ion channel modulators. Absorption, distribution, metabolism and toxicity (ADMET) prediction of all proposed compound showed good Blood-brain barrier (BBB) penetration, Human intestinal absorption (HIA), Caco-2 cell permeability except compound-11 and was found to have no AdmetSAR toxicity as well as carcinogenic effect. Compounds 1-9 were slightly mutagenic while compound 2, 11, 20 and 21 showed carcinogenic effect according to Lazar toxicity prediction. Rests of the compounds were predicted to have no side effect. Molecular docking was performed with vascular endothelial growth factor receptor-2(VEGFR2) and glutathione S-transferase-1 (GSTP1) because both are common cancer causing proteins. Sunitinib and Doxorubicin possess great affinity to inhibit these cancers causing protein. Self-organizing map (SOM) was used to depict data in a simple 2D presentation. Our studies justify that good oral bioavailability and therapeutic efficacy of 10, 12-19 and 22-27 compounds can be considered as potential anticancer agents.
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Affiliation(s)
- Iqbal Azad
- Department of Chemistry, Integral University, Dasauli, P.O. Bas-ha, Kursi Road, Lucknow 226026, UP, India
| | - Malik Nasibullah
- Department of Chemistry, Integral University, Dasauli, P.O. Bas-ha, Kursi Road, Lucknow 226026, UP, India.
| | - Tahmeena Khan
- Department of Chemistry, Integral University, Dasauli, P.O. Bas-ha, Kursi Road, Lucknow 226026, UP, India; Department of Chemistry, Isabella Thoburn College, University of Lucknow, Lucknow 226007, UP, India
| | - Firoj Hassan
- Department of Chemistry, Integral University, Dasauli, P.O. Bas-ha, Kursi Road, Lucknow 226026, UP, India
| | - Yusuf Akhter
- Department of Biotechnology, Babasaheb Bhimrao Ambedkar University, VidyaVihar, Raebareli Road, Lucknow, UP 2260025, India
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75
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Kitamura S, Owensby A, Wall D, Wolan DW. Lipoprotein Signal Peptidase Inhibitors with Antibiotic Properties Identified through Design of a Robust In Vitro HT Platform. Cell Chem Biol 2018; 25:301-308.e12. [PMID: 29337186 DOI: 10.1016/j.chembiol.2017.12.011] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2017] [Revised: 11/09/2017] [Accepted: 12/19/2017] [Indexed: 11/29/2022]
Abstract
As resistance to antibiotics increases, the exploration of new targets and strategies to combat pathogenic bacteria becomes more urgent. Ideal protein targets are required for viability across many species, are unique to prokaryotes to limit effects on the host, and have robust assays to quantitate activity and identify inhibitors. Lipoprotein signal peptidase (Lsp) is a transmembrane aspartyl protease required for lipoprotein maturation and comprehensively fits these criteria. Here, we have developed the first in vitro high-throughput assay to monitor proteolysis by Lsp. We employed our high-throughput screen assay against 646,275 compounds to discover inhibitors of Lsp and synthesized a range of analogs to generate molecules with nanomolar half maximal inhibitory concentration values. Importantly, our inhibitors are effective in preventing the growth of E. coli cultures in the presence of outer-membrane permeabilizer PMBN and should facilitate development of antibacterial agents with a novel mechanism of action to treat antibiotic-resistant bacteria.
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Affiliation(s)
- Seiya Kitamura
- Department of Molecular Medicine, The Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, CA 92037, USA
| | - Anna Owensby
- Department of Molecular Medicine, The Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, CA 92037, USA
| | - Daniel Wall
- Department of Molecular Biology, University of Wyoming, 1000 East University Avenue, Laramie, WY 82071, USA
| | - Dennis W Wolan
- Department of Molecular Medicine, The Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, CA 92037, USA.
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76
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Abstract
The term drug design describes the search of novel compounds with biological activity, on a systematic basis. In its most common form, it involves modification of a known active scaffold or linking known active scaffolds, although de novo drug design (i.e., from scratch) is also possible. Though highly interrelated, identification of active scaffolds should be conceptually separated from drug design. Traditionally, the drug design process has focused on the molecular determinants of the interactions between the drug and its known or intended molecular target. Nevertheless, current drug design also takes into consideration other relevant processes than influence drug efficacy and safety (e.g., bioavailability, metabolic stability, interaction with antitargets).This chapter provides an overview on possible approaches to identify active scaffolds (including in silico approximations to approach that task) and computational methods to guide the subsequent optimization process. It also discusses in which situations each of the overviewed techniques is more appropriate.
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Affiliation(s)
- Alan Talevi
- Laboratorio de Investigación y Desarrollo de Bioactivos (LIDeB), Faculty of Exact Sciences, National University of La Plata (UNLP), Buenos Aires, Argentina.
- Argentinean National Council of Scientific and Technical Research (CONICET), Buenos Aires, Argentina.
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77
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Abstract
A recent editorial (Aldrich et al. The Ecstasy and Agony of Assay Interference Compounds . J. Chem. Inf. MODEL 2017 , 57 , 387 - 390 ) is examined critically. When assessing assay hits from screening, it is important to draw a distinction between false positives, that have no effect on target function, and compounds that affect target function through an undesirable mechanism of action. Observation of frequent-hitter behavior for a compound should be regarded as circumstantial evidence, rather than definitive proof, that the compound has interfered with assay readouts or acted through an undesirable mechanism of action. The applicability domain of published (Baell and Holloway J. Med. Chem. 2010 , 53 , 2719 - 2740 ) Pan Assay INterference compoundS (PAINS) filters is limited by the narrow scope of the proprietary data used to derive them. It is suggested that journal guidelines for authors should not prescribe, as those for the Journal of Medicinal Chemistry appear to do, that activity in assays reported for compounds that match PAINS filters be treated any differently from that for compounds that do not match PAINS filters. It is argued that use of models based on proprietary data in the evaluation of manuscripts would contradict the editorial policy of any journal that deemed the use of proprietary data to be unacceptable in modeling studies.
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Affiliation(s)
- Peter W Kenny
- Berwick-on-Sea , North Coast Road, Blanchisseuse, Saint George, Trinidad and Tobago
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78
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Affiliation(s)
- Madduri Srinivasarao
- Purdue Institute for Drug
Discovery, Purdue University, West Lafayette, Indiana 47907, United States
| | - Philip S. Low
- Purdue Institute for Drug
Discovery, Purdue University, West Lafayette, Indiana 47907, United States
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79
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Abstract
Invasive fungal infections continue to appear in record numbers as the immunocompromised population of the world increases, owing partially to the increased number of individuals who are infected with HIV and partially to the successful treatment of serious underlying diseases. The effectiveness of current antifungal therapies - polyenes, flucytosine, azoles and echinocandins (as monotherapies or in combinations for prophylaxis, or as empiric, pre-emptive or specific therapies) - in the management of these infections has plateaued. Although these drugs are clinically useful, they have several limitations, such as off-target toxicity, and drug-resistant fungi are now emerging. New antifungals are therefore needed. In this Review, I discuss the robust and dynamic antifungal pipeline, including results from preclinical academic efforts through to pharmaceutical industry products, and describe the targets, strategies, compounds and potential outcomes.
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Affiliation(s)
- John R Perfect
- Duke University Medical Center, 200 Trent Drive, Durham, North Carolina 27710, USA
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80
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Aldrich C, Bertozzi C, Georg GI, Kiessling L, Lindsley C, Liotta D, Merz KM, Schepartz A, Wang S. The Ecstasy and Agony of Assay Interference Compounds. ACS Infect Dis 2017; 3:259-262. [PMID: 28244723 DOI: 10.1021/acsinfecdis.7b00023] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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81
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Aldrich C, Bertozzi C, Georg GI, Kiessling L, Lindsley C, Liotta D, Merz KM, Schepartz A, Wang S. The Ecstasy and Agony of Assay Interference Compounds. ACS Med Chem Lett 2017; 8:379-382. [PMID: 28435522 DOI: 10.1021/acsmedchemlett.7b00056] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
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82
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Lagorce D, Douguet D, Miteva MA, Villoutreix BO. Computational analysis of calculated physicochemical and ADMET properties of protein-protein interaction inhibitors. Sci Rep 2017; 7:46277. [PMID: 28397808 PMCID: PMC5387685 DOI: 10.1038/srep46277] [Citation(s) in RCA: 92] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2016] [Accepted: 03/13/2017] [Indexed: 12/18/2022] Open
Abstract
The modulation of PPIs by low molecular weight chemical compounds, particularly by orally bioavailable molecules, would be very valuable in numerous disease indications. However, it is known that PPI inhibitors (iPPIs) tend to have properties that are linked to poor Absorption, Distribution, Metabolism, Excretion and Toxicity (ADMET) and in some cases to poor clinical outcomes. Previously reported in silico analyses of iPPIs have essentially focused on physicochemical properties but several other ADMET parameters would be important to assess. In order to gain new insights into the ADMET properties of iPPIs, computations were carried out on eight datasets collected from several databases. These datasets involve compounds targeting enzymes, GPCRs, ion channels, nuclear receptors, allosteric modulators, oral marketed drugs, oral natural product-derived marketed drugs and iPPIs. Several trends are reported that should assist the design and optimization of future PPI inhibitors, either for drug discovery endeavors or for chemical biology projects.
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Affiliation(s)
- David Lagorce
- INSERM, U973, Université Paris Diderot, Sorbonne Paris Cité, Paris, France
| | - Dominique Douguet
- CNRS UMR7275, Institut de Pharmacologie Moléculaire et Cellulaire, Université Côte d’Azur, Valbonne, France
| | - Maria A. Miteva
- INSERM, U973, Université Paris Diderot, Sorbonne Paris Cité, Paris, France
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83
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Aldrich C, Bertozzi C, Georg GI, Kiessling L, Lindsley C, Liotta D, Merz KM, Schepartz A, Wang S. The Ecstasy and Agony of Assay Interference Compounds. ACS CENTRAL SCIENCE 2017; 3:143-147. [PMID: 28386587 PMCID: PMC5364449 DOI: 10.1021/acscentsci.7b00069] [Citation(s) in RCA: 69] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
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84
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Aldrich C, Bertozzi C, Georg GI, Kiessling L, Lindsley C, Liotta D, Merz KM, Schepartz A, Wang S. The Ecstasy and Agony of Assay Interference Compounds. ACS Chem Biol 2017; 12:575-578. [PMID: 28244728 DOI: 10.1021/acschembio.7b00119] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
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85
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Aldrich C, Bertozzi C, Georg GI, Kiessling L, Lindsley C, Liotta D, Merz KM, Schepartz A, Wang S. The Ecstasy and Agony of Assay Interference Compounds. ACS Chem Neurosci 2017; 8:420-423. [PMID: 28244737 DOI: 10.1021/acschemneuro.7b00064] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
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86
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Aldrich C, Bertozzi C, Georg GI, Kiessling L, Lindsley C, Liotta D, Merz KM, Schepartz A, Wang S. The Ecstasy and Agony of Assay Interference Compounds. J Chem Inf Model 2017; 57:387-390. [PMID: 28244743 DOI: 10.1021/acs.jcim.7b00105] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
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87
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Aldrich C, Bertozzi C, Georg GI, Kiessling L, Lindsley C, Liotta D, Merz KM, Schepartz A, Wang S. The Ecstasy and Agony of Assay Interference Compounds. J Med Chem 2017; 60:2165-2168. [PMID: 28244745 DOI: 10.1021/acs.jmedchem.7b00229] [Citation(s) in RCA: 94] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
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88
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Aldrich C, Bertozzi C, Georg GI, Kiessling L, Lindsley C, Liotta D, Merz KM, Schepartz A, Wang S. The Ecstasy and Agony of Assay Interference Compounds. Biochemistry 2017; 56:1363-1366. [PMID: 28244742 DOI: 10.1021/acs.biochem.7b00110] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
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89
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Sartori L, Mercurio C, Amigoni F, Cappa A, Fagá G, Fattori R, Legnaghi E, Ciossani G, Mattevi A, Meroni G, Moretti L, Cecatiello V, Pasqualato S, Romussi A, Thaler F, Trifiró P, Villa M, Vultaggio S, Botrugno OA, Dessanti P, Minucci S, Zagarrí E, Carettoni D, Iuzzolino L, Varasi M, Vianello P. Thieno[3,2-b]pyrrole-5-carboxamides as New Reversible Inhibitors of Histone Lysine Demethylase KDM1A/LSD1. Part 1: High-Throughput Screening and Preliminary Exploration. J Med Chem 2017; 60:1673-1692. [DOI: 10.1021/acs.jmedchem.6b01018] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Affiliation(s)
- Luca Sartori
- Department
of Experimental Oncology, Academic Drug Discovery, European Institute of Oncology, Via Adamello 16, 20139 Milano, Italy
| | - Ciro Mercurio
- Department
of Experimental Oncology, Academic Drug Discovery, European Institute of Oncology, Via Adamello 16, 20139 Milano, Italy
- Genextra
Group, DAC s.r.l., Via Adamello 16, 20139 Milano, Italy
| | - Federica Amigoni
- Department
of Experimental Oncology, Academic Drug Discovery, European Institute of Oncology, Via Adamello 16, 20139 Milano, Italy
| | - Anna Cappa
- Department
of Experimental Oncology, Academic Drug Discovery, European Institute of Oncology, Via Adamello 16, 20139 Milano, Italy
| | - Giovanni Fagá
- Department
of Experimental Oncology, Academic Drug Discovery, European Institute of Oncology, Via Adamello 16, 20139 Milano, Italy
| | - Raimondo Fattori
- Department
of Experimental Oncology, Academic Drug Discovery, European Institute of Oncology, Via Adamello 16, 20139 Milano, Italy
| | - Elena Legnaghi
- Department
of Experimental Oncology, Academic Drug Discovery, European Institute of Oncology, Via Adamello 16, 20139 Milano, Italy
| | - Giuseppe Ciossani
- Department
of Biology and Biotechnology, University of Pavia, Via Ferrata
1, 27100 Pavia, Italy
| | - Andrea Mattevi
- Department
of Biology and Biotechnology, University of Pavia, Via Ferrata
1, 27100 Pavia, Italy
| | - Giuseppe Meroni
- Department
of Experimental Oncology, Academic Drug Discovery, European Institute of Oncology, Via Adamello 16, 20139 Milano, Italy
| | - Loris Moretti
- Department
of Experimental Oncology, Academic Drug Discovery, European Institute of Oncology, Via Adamello 16, 20139 Milano, Italy
| | - Valentina Cecatiello
- Crystallography
Unit, Department of Experimental Oncology, European Institute of Oncology, Via Adamello 16, 20139 Milano, Italy
- IFOM- The FIRC Institute of Molecular Oncology Foundation, Via Adamello 16, 20139 Milano, Italy
| | - Sebastiano Pasqualato
- Crystallography
Unit, Department of Experimental Oncology, European Institute of Oncology, Via Adamello 16, 20139 Milano, Italy
| | - Alessia Romussi
- Department
of Experimental Oncology, Academic Drug Discovery, European Institute of Oncology, Via Adamello 16, 20139 Milano, Italy
| | - Florian Thaler
- Department
of Experimental Oncology, Academic Drug Discovery, European Institute of Oncology, Via Adamello 16, 20139 Milano, Italy
| | - Paolo Trifiró
- Department
of Experimental Oncology, Academic Drug Discovery, European Institute of Oncology, Via Adamello 16, 20139 Milano, Italy
| | - Manuela Villa
- Department
of Experimental Oncology, Academic Drug Discovery, European Institute of Oncology, Via Adamello 16, 20139 Milano, Italy
| | - Stefania Vultaggio
- Department
of Experimental Oncology, Academic Drug Discovery, European Institute of Oncology, Via Adamello 16, 20139 Milano, Italy
| | - Oronza A. Botrugno
- Department
of Experimental Oncology, Academic Drug Discovery, European Institute of Oncology, Via Adamello 16, 20139 Milano, Italy
| | - Paola Dessanti
- Department
of Experimental Oncology, Academic Drug Discovery, European Institute of Oncology, Via Adamello 16, 20139 Milano, Italy
| | - Saverio Minucci
- Department
of Experimental Oncology, Academic Drug Discovery, European Institute of Oncology, Via Adamello 16, 20139 Milano, Italy
- Department
of Biosciences, University of Milan, Via Celoria, 26, 20133 Milano, Italy
| | - Elisa Zagarrí
- Department
of Experimental Oncology, Academic Drug Discovery, European Institute of Oncology, Via Adamello 16, 20139 Milano, Italy
| | | | | | - Mario Varasi
- Department
of Experimental Oncology, Academic Drug Discovery, European Institute of Oncology, Via Adamello 16, 20139 Milano, Italy
| | - Paola Vianello
- Department
of Experimental Oncology, Academic Drug Discovery, European Institute of Oncology, Via Adamello 16, 20139 Milano, Italy
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90
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Natural Products as Chemopreventive Agents by Potential Inhibition of the Kinase Domain in ErbB Receptors. Molecules 2017; 22:molecules22020308. [PMID: 28218686 PMCID: PMC6155853 DOI: 10.3390/molecules22020308] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2016] [Revised: 02/04/2017] [Accepted: 02/06/2017] [Indexed: 01/24/2023] Open
Abstract
Small molecules found in natural products provide therapeutic benefits due to their pharmacological or biological activity, which may increase or decrease the expression of human epidermal growth factor receptor (HER), a promising target in the modification of signaling cascades involved in excessive cellular growth. In this study, in silico molecular protein-ligand docking protocols were performed with AutoDock Vina in order to evaluate the interaction of 800 natural compounds (NPs) from the NatProd Collection (http://www.msdiscovery.com/natprod.html), with four human HER family members: HER1 (PDB: 2ITW), HER2 (PDB: 3PP0), HER3 (PDB: 3LMG) and HER4 (PDB: 2R4B). The best binding affinity values (kcal/mol) for docking pairs were obtained for HER1-podototarin (−10.7), HER2-hecogenin acetate (−11.2), HER3-hesperidin (−11.5) and HER4-theaflavin (−10.7). The reliability of the theoretical calculations was evaluated employing published data on HER inhibition correlated with in silico binding calculations. IC50 values followed a significant linear relationship with the theoretical binding Affinity data for HER1 (R = 0.656, p < 0.0001) and HER2 (R = 0.543, p < 0.0001), but not for HER4 (R = 0.364, p > 0.05). In short, this methodology allowed the identification of several NPs as HER inhibitors, being useful in the discovery and design of more potent and selective anticancer drugs.
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91
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Hansen SVF, Ulven T. Pharmacological Tool Compounds for the Free Fatty Acid Receptor 4 (FFA4/GPR120). Handb Exp Pharmacol 2017; 236:33-56. [PMID: 27807695 DOI: 10.1007/164_2016_60] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
The free fatty acid receptor 4 (FFA4), also known as GPR120, is a G protein-coupled receptor that is activated by long-chain fatty acids and that has been associated with regulation of appetite, release of insulin controlling hormones, insulin sensitization, anti-inflammatory and potentially anti-obesity activity, and is progressively appearing as an attractive potential target for the treatment of metabolic dysfunctions such as obesity, type 2 diabetes and inflammatory disorders. Ongoing investigations of the pharmacological functions of FFA4 and validation of its potential as a therapeutic target depend critically on the appropriateness and quality of the available pharmacological probes or tool compounds. After a brief summary of the pharmacological functions of FFA4 and some general considerations on desirable properties for these pharmacological tool compounds, the individual compounds that have been or are currently being used as tools for probing the function of FFA4 in various in vitro and in vivo settings will be discussed and evaluated.
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Affiliation(s)
- Steffen V F Hansen
- Department of Physics, Chemistry and Pharmacy, University of Southern Denmark, Campusvej 55, 5230, Odense M, Denmark
| | - Trond Ulven
- Department of Physics, Chemistry and Pharmacy, University of Southern Denmark, Campusvej 55, 5230, Odense M, Denmark.
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92
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Wang M, Tietjen I, Chen M, Williams DE, Daoust J, Brockman MA, Andersen RJ. Sesterterpenoids Isolated from the Sponge Phorbas sp. Activate Latent HIV-1 Provirus Expression. J Org Chem 2016; 81:11324-11334. [DOI: 10.1021/acs.joc.6b02312] [Citation(s) in RCA: 58] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Affiliation(s)
- Meng Wang
- Departments of Chemistry and Earth, Oceans & Atmospheric Sciences, University of British Columbia, 2036 Main Mall, Vancouver, British Columbia, Canada V6T 1Z1
| | - Ian Tietjen
- Faculty
of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada V5A 1S6
| | - Min Chen
- Departments of Chemistry and Earth, Oceans & Atmospheric Sciences, University of British Columbia, 2036 Main Mall, Vancouver, British Columbia, Canada V6T 1Z1
| | - David E. Williams
- Departments of Chemistry and Earth, Oceans & Atmospheric Sciences, University of British Columbia, 2036 Main Mall, Vancouver, British Columbia, Canada V6T 1Z1
| | - Julie Daoust
- Departments of Chemistry and Earth, Oceans & Atmospheric Sciences, University of British Columbia, 2036 Main Mall, Vancouver, British Columbia, Canada V6T 1Z1
| | - Mark A. Brockman
- Faculty
of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada V5A 1S6
- British
Columbia Centre for Excellence in HIV/AIDS, St. Paul’s Hospital, Vancouver, British Columbia, Canada V6Z 1Y6
- Department
of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, British Columbia, Canada V5A 1S6
| | - Raymond J. Andersen
- Departments of Chemistry and Earth, Oceans & Atmospheric Sciences, University of British Columbia, 2036 Main Mall, Vancouver, British Columbia, Canada V6T 1Z1
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93
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Abstract
ABSTRACT
Invasive fungal infections are becoming an increasingly important cause of human mortality and morbidity, particularly for immunocompromised populations. The fungal pathogens
Candida albicans
,
Cryptococcus neoformans
, and
Aspergillus fumigatus
collectively contribute to over 1 million human deaths annually. Hence, the importance of safe and effective antifungal therapeutics for the practice of modern medicine has never been greater. Given that fungi are eukaryotes like their human host, the number of unique molecular targets that can be exploited for drug development remains limited. Only three classes of molecules are currently approved for the treatment of invasive mycoses. The efficacy of these agents is compromised by host toxicity, fungistatic activity, or the emergence of drug resistance in pathogen populations. Here we describe our current arsenal of antifungals and highlight current strategies that are being employed to improve the therapeutic safety and efficacy of these drugs. We discuss state-of-the-art approaches to discover novel chemical matter with antifungal activity and highlight some of the most promising new targets for antifungal drug development. We feature the benefits of combination therapy as a strategy to expand our current repertoire of antifungals and discuss the antifungal combinations that have shown the greatest potential for clinical development. Despite the paucity of new classes of antifungals that have come to market in recent years, it is clear that by leveraging innovative approaches to drug discovery and cultivating collaborations between academia and industry, there is great potential to bolster the antifungal armamentarium.
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94
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Martin MD, Baker JD, Suntharalingam A, Nordhues BA, Shelton LB, Zheng D, Sabbagh JJ, Haystead TA, Gestwicki JE, Dickey CA. Inhibition of Both Hsp70 Activity and Tau Aggregation in Vitro Best Predicts Tau Lowering Activity of Small Molecules. ACS Chem Biol 2016; 11:2041-8. [PMID: 27177119 DOI: 10.1021/acschembio.6b00223] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Three scaffolds with inhibitory activity against the heat shock protein 70 (Hsp70) family of chaperones have been found to enhance the degradation of the microtubule associated protein tau in cells, neurons, and brain tissue. This is important because tau accumulation is linked to neurodegenerative diseases including Alzheimer's disease (AD) and chronic traumatic encephalopathy (CTE). Here, we expanded upon this study to investigate the anti-tau efficacy of additional scaffolds with Hsp70 inhibitory activity. Five of the nine scaffolds tested lowered tau levels, with the rhodacyanine and phenothiazine scaffolds exhibiting the highest potency as previously described. Because phenothiazines also inhibit tau aggregation in vitro, we suspected that this activity might be a more accurate predictor of tau lowering. Interestingly, the rhodacyanines did inhibit in vitro tau aggregation to a similar degree as phenothiazines, correlating well with tau-lowering efficacy in cells and ex vivo slices. Moreover, other Hsp70 inhibitor scaffolds with weaker tau-lowering activity in cells inhibited tau aggregation in vitro, albeit at lower potencies. When we tested six well-characterized tau aggregation inhibitors, we determined that this mechanism of action was not a better predictor of tau-lowering than Hsp70 inhibition. Instead, we found that compounds possessing both activities were the most effective at promoting tau clearance. Moreover, cytotoxicity and PAINS activity are critical factors that can lead to false-positive lead identification. Strategies designed around these principles will likely yield more efficacious tau-lowering compounds.
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Affiliation(s)
- Mackenzie D. Martin
- Department of Molecular
Medicine and Alzheimer’s Institute, University of South Florida, Tampa, Florida 33613, United States
| | - Jeremy D. Baker
- Department of Molecular
Medicine and Alzheimer’s Institute, University of South Florida, Tampa, Florida 33613, United States
| | - Amirthaa Suntharalingam
- Department of Molecular
Medicine and Alzheimer’s Institute, University of South Florida, Tampa, Florida 33613, United States
| | - Bryce A. Nordhues
- Department of Molecular
Medicine and Alzheimer’s Institute, University of South Florida, Tampa, Florida 33613, United States
| | - Lindsey B. Shelton
- Department of Molecular
Medicine and Alzheimer’s Institute, University of South Florida, Tampa, Florida 33613, United States
| | - Dali Zheng
- Department of Molecular
Medicine and Alzheimer’s Institute, University of South Florida, Tampa, Florida 33613, United States
| | - Jonathan J. Sabbagh
- Department of Molecular
Medicine and Alzheimer’s Institute, University of South Florida, Tampa, Florida 33613, United States
| | - Timothy A.J. Haystead
- Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, North Carolina 27710, United States
| | - Jason E. Gestwicki
- Department
of Pharmaceutical Chemistry, University of California, San Francisco, San
Francisco, California 94158, United States
| | - Chad A. Dickey
- Department of Molecular
Medicine and Alzheimer’s Institute, University of South Florida, Tampa, Florida 33613, United States
- James A. Haley Veteran’s Hospital, 13000 Bruce B. Downs Blvd. Tampa, Florida 33612, United States
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95
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Abstract
Antiviral therapeutics with profiles of high potency, low resistance, panserotype, and low toxicity remain challenging, and obtaining such agents continues to be an active area of therapeutic development. Due to their unique three-dimensional structural features, spirooxindoles have been identified as privileged chemotypes for antiviral drug development. Among them, spiro-pyrazolopyridone oxindoles have been recently reported as potent inhibitors of dengue virus NS4B, leading to the discovery of an orally bioavailable preclinical candidate (R)-44 with excellent in vivo efficacy in a dengue viremia mouse model. This review highlights recent advances in the development of biologically active spirooxindoles for their antiviral potential, primarily focusing on the structure-activity relationships (SARs) and modes of action, as well as future directions to achieve more potent analogues toward a viable antiviral therapy.
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Affiliation(s)
- Na Ye
- Chemical Biology Program, Department of Pharmacology and Toxicology, University of Texas Medical Branch, 301 University Boulevard, Galveston, Texas 77555, United States
| | - Haiying Chen
- Chemical Biology Program, Department of Pharmacology and Toxicology, University of Texas Medical Branch, 301 University Boulevard, Galveston, Texas 77555, United States
| | - Eric A. Wold
- Chemical Biology Program, Department of Pharmacology and Toxicology, University of Texas Medical Branch, 301 University Boulevard, Galveston, Texas 77555, United States
| | - Pei-Yong Shi
- Chemical Biology Program, Department of Pharmacology and Toxicology, University of Texas Medical Branch, 301 University Boulevard, Galveston, Texas 77555, United States
- Department of Biochemistry & Molecular Biology, University of Texas Medical Branch, 301 University Boulevard, Galveston, Texas 77555, United States
- Sealy Center for Structural Biology & Molecular Biophysics, University of Texas Medical Branch, 301 University Boulevard, Galveston, Texas 77555, United States
| | - Jia Zhou
- Chemical Biology Program, Department of Pharmacology and Toxicology, University of Texas Medical Branch, 301 University Boulevard, Galveston, Texas 77555, United States
- Center for Biodefense and Emerging Infectious Diseases, University of Texas Medical Branch, 301 University Boulevard, Galveston, Texas 77555, United States
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96
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Hall MD, Yasgar A, Peryea T, Braisted JC, Jadhav A, Simeonov A, Coussens NP. Fluorescence polarization assays in high-throughput screening and drug discovery: a review. Methods Appl Fluoresc 2016; 4:022001. [PMID: 28809163 DOI: 10.1088/2050-6120/4/2/022001] [Citation(s) in RCA: 130] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
The sensitivity of fluorescence polarization (FP) and fluorescence anisotropy (FA) to molecular weight changes has enabled the interrogation of diverse biological mechanisms, ranging from molecular interactions to enzymatic activity. Assays based on FP/FA technology have been widely utilized in high-throughput screening (HTS) and drug discovery due to the homogenous format, robust performance and relative insensitivity to some types of interferences, such as inner filter effects. Advancements in assay design, fluorescent probes, and technology have enabled the application of FP assays to increasingly complex biological processes. Herein we discuss different types of FP/FA assays developed for HTS, with examples to emphasize the diversity of applicable targets. Furthermore, trends in target and fluorophore selection, as well as assay type and format, are examined using annotated HTS assays within the PubChem database. Finally, practical considerations for the successful development and implementation of FP/FA assays for HTS are provided based on experience at our center and examples from the literature, including strategies for flagging interference compounds among a list of hits.
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Affiliation(s)
- Matthew D Hall
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA
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97
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Interview with Jonathan Baell, PhD. Assay Drug Dev Technol 2016; 14:164-7. [DOI: 10.1089/adt.2016.29035.jba] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
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98
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Baell JB. Feeling Nature's PAINS: Natural Products, Natural Product Drugs, and Pan Assay Interference Compounds (PAINS). JOURNAL OF NATURAL PRODUCTS 2016; 79:616-28. [PMID: 26900761 DOI: 10.1021/acs.jnatprod.5b00947] [Citation(s) in RCA: 378] [Impact Index Per Article: 42.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
We have previously reported on classes of compounds that can interfere with bioassays via a number of different mechanisms and termed such compounds Pan Assay INterference compoundS, or PAINS. These compounds were defined on the basis of high-throughput data derived from vendor-supplied synthetics. The question therefore arises whether the concept of PAINS is relevant to compounds of natural origin. Here, it is shown that this is indeed the case, but that the context of the biological readout is an important factor that must be brought into consideration.
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Affiliation(s)
- Jonathan B Baell
- Monash Institute of Pharmaceutical Sciences, Monash University (Parkville Campus) , 381 Royal Parade, Parkville, Victoria 3084, Australia
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99
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Ramakrishnan J, Rathore SS, Raman T. Review on fungal enzyme inhibitors – potential drug targets to manage human fungal infections. RSC Adv 2016. [DOI: 10.1039/c6ra01577h] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
The potential applications of enzyme inhibitors for the management of invasive fungal infections are explored.
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Affiliation(s)
- Jayapradha Ramakrishnan
- Centre for Research in Infectious Diseases (CRID)
- School of Chemical and Biotechnology
- SASTRA University
- Thanjavur
- India-613401
| | - Sudarshan Singh Rathore
- Centre for Research in Infectious Diseases (CRID)
- School of Chemical and Biotechnology
- SASTRA University
- Thanjavur
- India-613401
| | - Thiagarajan Raman
- Centre for Research in Infectious Diseases (CRID)
- School of Chemical and Biotechnology
- SASTRA University
- Thanjavur
- India-613401
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100
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Bisson J, McAlpine JB, Friesen JB, Chen SN, Graham J, Pauli GF. Can Invalid Bioactives Undermine Natural Product-Based Drug Discovery? J Med Chem 2015; 59:1671-90. [PMID: 26505758 PMCID: PMC4791574 DOI: 10.1021/acs.jmedchem.5b01009] [Citation(s) in RCA: 179] [Impact Index Per Article: 17.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
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High-throughput biology has contributed
a wealth of data on chemicals,
including natural products (NPs). Recently, attention was drawn to
certain, predominantly synthetic, compounds that are responsible for
disproportionate percentages of hits but are false actives. Spurious
bioassay interference led to their designation as pan-assay interference
compounds (PAINS). NPs lack comparable scrutiny,
which this study aims to rectify. Systematic mining of 80+ years of
the phytochemistry and biology literature, using the NAPRALERT database,
revealed that only 39 compounds represent the NPs most reported by
occurrence, activity, and distinct activity. Over 50% are not explained
by phenomena known for synthetic libraries, and all had manifold ascribed
bioactivities, designating them as invalid metabolic panaceas (IMPs). Cumulative
distributions of ∼200,000 NPs uncovered that NP research follows
power-law characteristics typical for behavioral phenomena. Projection
into occurrence–bioactivity–effort space produces the
hyperbolic black hole of NPs, where IMPs populate the high-effort
base.
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Affiliation(s)
| | | | - J Brent Friesen
- Physical Sciences Department, Rosary College of Arts and Sciences, Dominican University , River Forest, Illinois 60305, United States
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