1
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Soni D, Borriello F, Scott DA, Feru F, DeLeon M, Brightman SE, Cheng WK, Melhem G, Smith JA, Ramirez JC, Barman S, Cameron M, Kelly A, Walker K, Nanishi E, van Haren SD, Phan T, Qi Y, Kinsey R, Raczy MM, Ozonoff A, Pettengill MA, Hubbell JA, Fox CB, Dowling DJ, Levy O. From hit to vial: Precision discovery and development of an imidazopyrimidine TLR7/8 agonist adjuvant formulation. SCIENCE ADVANCES 2024; 10:eadg3747. [PMID: 38959314 PMCID: PMC11221515 DOI: 10.1126/sciadv.adg3747] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/12/2023] [Accepted: 05/29/2024] [Indexed: 07/05/2024]
Abstract
Vaccination can help prevent infection and can also be used to treat cancer, allergy, and potentially even drug overdose. Adjuvants enhance vaccine responses, but currently, the path to their advancement and development is incremental. We used a phenotypic small-molecule screen using THP-1 cells to identify nuclear factor-κB (NF-κB)-activating molecules followed by counterscreening lead target libraries with a quantitative tumor necrosis factor immunoassay using primary human peripheral blood mononuclear cells. Screening on primary cells identified an imidazopyrimidine, dubbed PVP-037. Moreover, while PVP-037 did not overtly activate THP-1 cells, it demonstrated broad innate immune activation, including NF-κB and cytokine induction from primary human leukocytes in vitro as well as enhancement of influenza and SARS-CoV-2 antigen-specific humoral responses in mice. Several de novo synthesis structural enhancements iteratively improved PVP-037's in vitro efficacy, potency, species-specific activity, and in vivo adjuvanticity. Overall, we identified imidazopyrimidine Toll-like receptor-7/8 adjuvants that act in synergy with oil-in-water emulsion to enhance immune responses.
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Affiliation(s)
- Dheeraj Soni
- Precision Vaccines Program, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Francesco Borriello
- Precision Vaccines Program, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - David A. Scott
- Harvard Medical School, Boston, MA, USA
- Dana-Farber Cancer Institute, Boston, MA, USA
| | - Frederic Feru
- Harvard Medical School, Boston, MA, USA
- Dana-Farber Cancer Institute, Boston, MA, USA
| | - Maria DeLeon
- Precision Vaccines Program, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Spencer E. Brightman
- Precision Vaccines Program, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA
| | - Wing Ki Cheng
- Precision Vaccines Program, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Gandolina Melhem
- Precision Vaccines Program, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | | | - Juan C. Ramirez
- Precision Vaccines Program, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Soumik Barman
- Precision Vaccines Program, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Michael Cameron
- Department of Molecular Medicine, The Scripps Research Institute, Jupiter, FL, USA
| | - Aisling Kelly
- Precision Vaccines Program, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA
| | - Kristina Walker
- Precision Vaccines Program, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA
| | - Etsuro Nanishi
- Precision Vaccines Program, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Simon Daniel van Haren
- Precision Vaccines Program, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Tony Phan
- Access to Advanced Health Institute (AAHI), Seattle, WA, USA
| | - Yizhi Qi
- Access to Advanced Health Institute (AAHI), Seattle, WA, USA
| | - Robert Kinsey
- Access to Advanced Health Institute (AAHI), Seattle, WA, USA
| | - Michal M. Raczy
- Pritzker School of Molecular Engineering, University of Chicago, Chicago, IL, USA
| | - Al Ozonoff
- Precision Vaccines Program, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT & Harvard, Cambridge, MA, USA
| | - Matthew A. Pettengill
- Precision Vaccines Program, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Jeffery A. Hubbell
- Pritzker School of Molecular Engineering, University of Chicago, Chicago, IL, USA
| | - Christopher B. Fox
- Access to Advanced Health Institute (AAHI), Seattle, WA, USA
- Department of Global Health, University of Washington, 3980 15th Ave NE, Seattle, WA 98195, USA
| | - David J. Dowling
- Precision Vaccines Program, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Ofer Levy
- Precision Vaccines Program, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT & Harvard, Cambridge, MA, USA
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2
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Chew K, Lee B, van Haren SD, Nanishi E, O’Meara T, Splaine JB, DeLeon M, Soni D, Seo HS, Dhe-Paganon S, Ozonoff A, Smith JA, Levy O, Dowling DJ. Adjuvant Discovery via a High Throughput Screen using Human Primary Mononuclear Cells. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2022:2022.06.17.496630. [PMID: 35860217 PMCID: PMC9298130 DOI: 10.1101/2022.06.17.496630] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Motivation Vaccines are a key biomedical intervention to prevent the spread of infectious diseases, but their efficacy can be limited by insufficient immunogenicity and nonuniform reactogenic profiles. Adjuvants are molecules that potentiate vaccine responses by inducing innate immune activation. However, there are a limited number of adjuvants in approved vaccines, and current approaches for preclinical adjuvant discovery and development are inefficient. To enhance adjuvant identification, we developed a protocol based on in vitro screening of human primary leukocytes. Summary We describe a methodology utilizing high-throughput and high-content screening for novel adjuvant candidates that was used to screen a library of ~2,500 small molecules via a 384-well quantitative combined cytokine and flow cytometry immunoassay in primary human peripheral blood mononuclear cells (PBMCs) from 4 healthy adult study participants. Hits were identified based on their induction of soluble cytokine (TNF, IFNg and IL-10) secretion and PBMC maturation (CD 80/86, Ox40, and HLA-DR) in at least two of the four donors screened. From an initial set of 197 compounds identified using these biomarkers-an 8.6% hit rate-we downselected to five scaffolds that demonstrated robust efficacy and potency in vitro and evaluated the top hit, vinblastine sulfate, for adjuvanticity in vivo. Vinblastine sulfate significantly enhanced murine humoral responses to recombinant SARS-CoV-2 spike protein, including a four-fold enhancement of IgG titer production when compared to treatment with the spike antigen alone. Overall, we outline a methodology for discovering immunomodulators with adjuvant potential via high-throughput screening of PBMCs in vitro that yielded a lead compound with in vivo adjuvanticity.
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Affiliation(s)
- Katherine Chew
- Precision Vaccines Program, Division of Infectious Diseases, Boston Children’s Hospital, Boston, MA, USA
| | - Branden Lee
- Precision Vaccines Program, Division of Infectious Diseases, Boston Children’s Hospital, Boston, MA, USA
| | - Simon D. van Haren
- Precision Vaccines Program, Division of Infectious Diseases, Boston Children’s Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Etsuro Nanishi
- Precision Vaccines Program, Division of Infectious Diseases, Boston Children’s Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Timothy O’Meara
- Precision Vaccines Program, Division of Infectious Diseases, Boston Children’s Hospital, Boston, MA, USA
| | | | - Maria DeLeon
- Precision Vaccines Program, Division of Infectious Diseases, Boston Children’s Hospital, Boston, MA, USA
| | - Dheeraj Soni
- Precision Vaccines Program, Division of Infectious Diseases, Boston Children’s Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Hyuk-Soo Seo
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA 02115, USA
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA 02115, USA
| | - Sirano Dhe-Paganon
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA 02115, USA
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA 02115, USA
| | - Al Ozonoff
- Precision Vaccines Program, Division of Infectious Diseases, Boston Children’s Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT & Harvard, Cambridge, MA, USA
| | - Jennifer A. Smith
- ICCB-Longwood Screening Facility, Harvard Medical School, Boston, MA, USA
| | - Ofer Levy
- Precision Vaccines Program, Division of Infectious Diseases, Boston Children’s Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT & Harvard, Cambridge, MA, USA
| | - David J. Dowling
- Precision Vaccines Program, Division of Infectious Diseases, Boston Children’s Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
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3
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Cell models for Alzheimer’s and Parkinson’s disease: At the interface of biology and drug discovery. Biomed Pharmacother 2022; 149:112924. [DOI: 10.1016/j.biopha.2022.112924] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Revised: 03/31/2022] [Accepted: 04/04/2022] [Indexed: 11/23/2022] Open
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HiIDDD: a high-throughput imaging pipeline for the quantitative detection of DNA damage in primary human immune cells. Sci Rep 2022; 12:6335. [PMID: 35428779 PMCID: PMC9022135 DOI: 10.1038/s41598-022-10018-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Accepted: 03/25/2022] [Indexed: 11/21/2022] Open
Abstract
DNA damage is a prominent biomarker for numerous diseases, including cancer, as well as for the aging process. Detection of DNA damage routinely relies on traditional microscopy or cytometric methods. However, these techniques are typically of limited throughput and are not ideally suited for large-scale longitudinal and population studies that require analysis of large sample sets. We have developed HiIDDD (High-throughput Immune cell DNA Damage Detection), a robust, quantitative and single-cell assay that measures DNA damage by high-throughput imaging using the two major DNA damage markers 53BP1 and \documentclass[12pt]{minimal}
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\begin{document}$$\upgamma$$\end{document}γ-H2AX. We demonstrate sensitive detection with low inter-assay variability of DNA damage in various types of freshly isolated and cryopreserved primary human immune cells, including CD4 + and CD8 + T cells, B cells and monocytes. As proof of principle, we demonstrate parallel batch processing of several immune cell types from multiple donors. We find common patterns of DNA damage in multiple immune cell types of donors of varying ages, suggesting that immune cell properties are specific to individuals. These results establish a novel high-throughput assay for the evaluation of DNA damage in large-scale studies.
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5
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Nguyen VV, Witwer KW, Verhaar MC, Strunk D, van Balkom BW. Functional assays to assess the therapeutic potential of extracellular vesicles. J Extracell Vesicles 2020; 10:e12033. [PMID: 33708360 PMCID: PMC7890556 DOI: 10.1002/jev2.12033] [Citation(s) in RCA: 47] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2020] [Revised: 09/24/2020] [Accepted: 10/26/2020] [Indexed: 12/11/2022] Open
Abstract
An important aspect in the development of extracellular vesicle (EV) therapeutics is identifying and quantifying the key features defining their identity, purity, sterility, potency and stability to ensure batch-to-batch reproducibility of their therapeutic efficacy. Apart from EV-inherent features, therapeutic efficacy depends on a variety of additional parameters, like dosing, frequency of application, and administration route, some of which can be addressed only in clinical trials. Before initiating clinical trials, EV-inherent features should be tested in well-standardized quantitative assays in vitro or in appropriate animal models in vivo. Ideally, such assays would predict if a particular EV preparation has the potential to achieve its intended therapeutic effects, and could be further developed into formal potency assays as published by the International Council for Harmonization of Technical Requirements for Pharmaceuticals for Human Use guidelines. Furthermore, such assays should facilitate the comparison of EV preparations produced in different batches, on different manufacturing platforms or deriving from different cell sources. For now, a wide spectrum of in vitro and in vivo assays has been used to interrogate the therapeutic functions of EVs. However, many cannot accurately predict therapeutic potential. Indeed, several unique challenges make it difficult to set up reliable assays to assess the therapeutic potential of EVs, and to develop such assays into formal potency tests. Here, we discuss challenges and opportunities around in vitro and in vivo testing of EV therapeutic potential, including the need for harmonization, establishment of formal potency assays and novel developments for functional testing.
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Affiliation(s)
- Vivian V.T. Nguyen
- Department of Nephrology and HypertensionUMC UtrechtUtrechtThe Netherlands
| | - Kenneth W. Witwer
- Department of Molecular and Comparative PathobiologyDepartment of NeurologyThe Johns Hopkins University School of MedicineBaltimoreMarylandUSA
| | | | - Dirk Strunk
- Spinal Cord Injury and Tissue Regeneration Center Salzburg (SCI‐TReCS)Cell Therapy InstituteParacelsus Medical UniversitySalzburgAustria
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6
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Khan MA, D'Ovidio A, Tran H, Palaniyar N. Anthracyclines Suppress Both NADPH Oxidase- Dependent and -Independent NETosis in Human Neutrophils. Cancers (Basel) 2019; 11:cancers11091328. [PMID: 31500300 PMCID: PMC6770146 DOI: 10.3390/cancers11091328] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2019] [Revised: 08/26/2019] [Accepted: 08/28/2019] [Indexed: 01/09/2023] Open
Abstract
Neutrophil extracellular traps (NETs) are cytotoxic DNA-protein complexes that play positive and negative roles in combating infection, inflammation, organ damage, autoimmunity, sepsis and cancer. However, NETosis regulatory effects of most of the clinically used drugs are not clearly established. Several recent studies highlight the relevance of NETs in promoting both cancer cell death and metastasis. Here, we screened the NETosis regulatory ability of 126 compounds belonging to 39 classes of drugs commonly used for treating cancer, blood cell disorders and other diseases. Our studies show that anthracyclines (e.g., epirubicin, daunorubicin, doxorubicin, and idarubicin) consistently suppress both NADPH oxidase-dependent and -independent types of NETosis in human neutrophils, ex vivo. The intercalating property of anthracycline may be enough to alter the transcription initiation and lead NETosis inhibition. Notably, the inhibitory doses of anthracyclines neither suppress the production of reactive oxygen species that are necessary for antimicrobial functions nor induce apoptotic cell death in neutrophils. Therefore, anthracyclines are a major class of drug that suppresses NETosis. The dexrazoxane, a cardioprotective agent, used for limiting the side effects of anthracyclines, neither affect NETosis nor alter the ability of anthracyclines to suppress NETosis. Hence, at correct doses, anthracyclines together with dexrazoxane could be considered as a therapeutic candidate drug for suppressing unwanted NETosis in NET-related diseases.
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Affiliation(s)
- Meraj A Khan
- Program in Translational Medicine, Peter Gilgan Centre for Research and Learning, The Hospital for Sick Children, 686, Bay St., Toronto, ON M5G 0A4, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5S 3K1 Canada
| | - Adam D'Ovidio
- Program in Translational Medicine, Peter Gilgan Centre for Research and Learning, The Hospital for Sick Children, 686, Bay St., Toronto, ON M5G 0A4, Canada
- Applied Clinical Pharmacology Program, and 4 Institute of Medical Sciences, Faculty of Medicine, University of Toronto, Toronto, ON M5S 3K1, Canada
| | - Harvard Tran
- Program in Translational Medicine, Peter Gilgan Centre for Research and Learning, The Hospital for Sick Children, 686, Bay St., Toronto, ON M5G 0A4, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5S 3K1 Canada
| | - Nades Palaniyar
- Program in Translational Medicine, Peter Gilgan Centre for Research and Learning, The Hospital for Sick Children, 686, Bay St., Toronto, ON M5G 0A4, Canada.
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5S 3K1 Canada.
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7
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Giorgini E, Sabbatini S, Rocchetti R, Notarstefano V, Rubini C, Conti C, Orilisi G, Mitri E, Bedolla DE, Vaccari L. In vitro FTIR microspectroscopy analysis of primary oral squamous carcinoma cells treated with cisplatin and 5-fluorouracil: a new spectroscopic approach for studying the drug-cell interaction. Analyst 2019; 143:3317-3326. [PMID: 29931010 DOI: 10.1039/c8an00602d] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
In the present study, human primary oral squamous carcinoma cells treated with cisplatin and 5-fluorouracil were analyzed, for the first time, by in vitro FTIR Microspectroscopy (FTIRM), to improve the knowledge on the biochemical pathways activated by these two chemotherapy drugs. To date, most of the studies regarding FTIRM cellular analysis have been executed on fixed cells from immortalized cell lines. FTIRM analysis performed on primary tumor cells under controlled hydrated conditions provides more reliable information on the biochemical processes occurring in in vivo tumor cells. This spectroscopic analysis allows to get on the same sample and at the same time an overview of the composition and structure of the most remarkable cellular components. In vitro FTIRM analysis of primary oral squamous carcinoma cells evidenced a time-dependent drug-specific cellular response, also including apoptosis triggering. Furthermore, the univariate and multivariate analyses of IR data evidenced meaningful spectroscopic differences ascribable to alterations affecting cellular proteins, lipids and nucleic acids. These findings suggest for the two drugs different pathways and extents of cellular damage, not provided by conventional cell-based assays (MTT assay and image-based cytometry).
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Affiliation(s)
- Elisabetta Giorgini
- Dipartimento di Scienze della Vita e dell'Ambiente, Università Politecnica delle Marche, via Brecce Bianche, 60131 Ancona, Italy.
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8
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Ahmed SS, Whritenour J, Ahmed MM, Bibby L, Darby L, Wang XN, Watson J, Dickinson AM. Evaluation of a human in vitro skin test for predicting drug hypersensitivity reactions. Toxicol Appl Pharmacol 2019; 369:39-48. [PMID: 30768973 DOI: 10.1016/j.taap.2019.02.005] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2018] [Revised: 02/04/2019] [Accepted: 02/11/2019] [Indexed: 11/16/2022]
Abstract
The occurrence of drug hypersensitivity reactions (DHRs) following administration of low molecular weight (LMW) drugs is an important health concern. However, in vivo animal models which could be used as tools for the prediction of DHRs are lacking. As a result, research has focused on development of in vitro tools for predicting DHRs. In this study a novel human in vitro pre-clinical skin explant test was used to predict T cell-mediated hypersensitivity responses induced by LMW drugs. Responses in the skin explant test for 12 LMW drugs associated with T cell-mediated hypersensitivity in the clinic (abacavir, amoxicillin, carbamazepine, diclofenac, lamotrigine, lapatinib, lumiracoxib, nevirapine, ofloxacin, phenytoin, propranolol, sulfamethoxazole) were compared with responses for 5 drugs with few/no reports of T cell-mediated hypersensitivity reactions (acetaminophen, cimetidine, flecainide, metformin, verapamil). Changes in skin histology following in vitro exposure to the drugs as well as T cell proliferation and interferon gamma (IFNγ) production were studied. The results of the skin explant assays showed a good positive correlation (r = 0.77, p < .001) between the test outcome (prediction of positive or negative) and the clinical classification of the tested drugs. The T cell proliferation assay showed a correlation of r = 0.60 (p < .01) and the IFNγ assay r = 0.51 (p < .04). The data suggest that the skin explant model could be a useful tool to predict the potential of LMW drugs to induce DHRs.
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Affiliation(s)
- S S Ahmed
- Alcyomics Ltd, Bulman House, Regent Centre, Gosforth, Newcastle-upon-Tyne NE3 3LS, United Kingdom
| | - J Whritenour
- Pfizer Inc., Drug Safety Research and Development, Eastern Point Rd, Groton, CT 06340, USA
| | - M M Ahmed
- Haematological Sciences, Institute of Cellular Medicine, Newcastle University, Newcastle-upon-Tyne NE2 4HH, United Kingdom
| | - L Bibby
- Alcyomics Ltd, Bulman House, Regent Centre, Gosforth, Newcastle-upon-Tyne NE3 3LS, United Kingdom; Haematological Sciences, Institute of Cellular Medicine, Newcastle University, Newcastle-upon-Tyne NE2 4HH, United Kingdom
| | - L Darby
- Haematological Sciences, Institute of Cellular Medicine, Newcastle University, Newcastle-upon-Tyne NE2 4HH, United Kingdom
| | - X N Wang
- Haematological Sciences, Institute of Cellular Medicine, Newcastle University, Newcastle-upon-Tyne NE2 4HH, United Kingdom
| | - J Watson
- Haematological Sciences, Institute of Cellular Medicine, Newcastle University, Newcastle-upon-Tyne NE2 4HH, United Kingdom
| | - A M Dickinson
- Alcyomics Ltd, Bulman House, Regent Centre, Gosforth, Newcastle-upon-Tyne NE3 3LS, United Kingdom; Haematological Sciences, Institute of Cellular Medicine, Newcastle University, Newcastle-upon-Tyne NE2 4HH, United Kingdom.
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9
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Abstract
High-throughput assays are important biological research tools but are rarely utilized for platelet research. However, screening compounds for efficacy against a physiologically relevant cellular response in primary cells such as platelets can be an advantageous approach to compound screening and drug development. In this section we describe a panel of three high-throughput microtiter plate assays designed for platelets that can be used as the basis for compound screening, or be modified and used individually to increase throughput in platelet research laboratories. The platelet adhesion assay has the lowest requirement for platelet numbers and is therefore capable of the greatest throughput and so is suggested as the primary screen used to identify hits. A secondary screen against the "gold standard" of platelet function, aggregation, is used to confirm and further characterize hits. Finally, a Ca2+ assay is used for initial mechanistic characterization to begin the process of elucidating the mode of action of hit compounds.
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Affiliation(s)
- Alexander P Bye
- Institute for Metabolic and Cardiovascular Research, School of Biological Sciences, University of Reading, Reading, UK.
| | - Amanda J Unsworth
- Institute for Metabolic and Cardiovascular Research, School of Biological Sciences, University of Reading, Reading, UK
| | - Jonathan M Gibbins
- Institute for Metabolic and Cardiovascular Research, School of Biological Sciences, University of Reading, Reading, UK
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10
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Spicer TP, Hubbs C, Vaissiere T, Collia D, Rojas C, Kilinc M, Vick K, Madoux F, Baillargeon P, Shumate J, Martemyanov KA, Page DT, Puthanveettil S, Hodder P, Davis R, Miller CA, Scampavia L, Rumbaugh G. Improved Scalability of Neuron-Based Phenotypic Screening Assays for Therapeutic Discovery in Neuropsychiatric Disorders. MOLECULAR NEUROPSYCHIATRY 2017; 3:141-150. [PMID: 29594133 DOI: 10.1159/000481731] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/17/2017] [Accepted: 09/08/2017] [Indexed: 02/05/2023]
Abstract
There is a pressing need to improve approaches for drug discovery related to neuropsychiatric disorders (NSDs). Therapeutic discovery in neuropsychiatric disorders would benefit from screening assays that can measure changes in complex phenotypes linked to disease mechanisms. However, traditional assays that track complex neuronal phenotypes, such as neuronal connectivity, exhibit poor scalability and are not compatible with high-throughput screening (HTS) procedures. Therefore, we created a neuronal phenotypic assay platform that focused on improving the scalability and affordability of neuron-based assays capable of tracking disease-relevant phenotypes. First, using inexpensive laboratory-level automation, we industrialized primary neuronal culture production, which enabled the creation of scalable assays within functioning neural networks. We then developed a panel of phenotypic assays based on culturing of primary neurons from genetically modified mice expressing HTS-compatible reporters that capture disease-relevant phenotypes. We demonstrated that a library of 1,280 compounds was quickly screened against both assays using only a few litters of mice in a typical academic laboratory setting. Finally, we implemented one assay in a fully automated high-throughput academic screening facility, illustrating the scalability of assays designed using this platform. These methodological improvements simplify the creation of highly scalable neuron-based phenotypic assays designed to improve drug discovery in CNS disorders.
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Affiliation(s)
| | - Christopher Hubbs
- Department of Neuroscience, The Scripps Research Institute, Jupiter, FL, USA
| | - Thomas Vaissiere
- Department of Neuroscience, The Scripps Research Institute, Jupiter, FL, USA
| | | | - Camilo Rojas
- Department of Neuroscience, The Scripps Research Institute, Jupiter, FL, USA
| | - Murat Kilinc
- Department of Neuroscience, The Scripps Research Institute, Jupiter, FL, USA
| | - Kyle Vick
- Department of Neuroscience, The Scripps Research Institute, Jupiter, FL, USA.,Department of Aerie Pharmaceuticals, Durham, NC, USA
| | - Franck Madoux
- Department of Molecular Medicine, Jupiter, FL, USA.,Department of Amgen, Thousand Oaks, CA, USA
| | | | | | | | - Damon T Page
- Department of Neuroscience, The Scripps Research Institute, Jupiter, FL, USA
| | | | - Peter Hodder
- Department of Molecular Medicine, Jupiter, FL, USA.,Department of Amgen, Thousand Oaks, CA, USA
| | - Ronald Davis
- Department of Neuroscience, The Scripps Research Institute, Jupiter, FL, USA
| | - Courtney A Miller
- Department of Molecular Medicine, Jupiter, FL, USA.,Department of Neuroscience, The Scripps Research Institute, Jupiter, FL, USA
| | | | - Gavin Rumbaugh
- Department of Molecular Medicine, Jupiter, FL, USA.,Department of Neuroscience, The Scripps Research Institute, Jupiter, FL, USA
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11
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Marsden CJ, Eckersley S, Hebditch M, Kvist AJ, Milner R, Mitchell D, Warwicker J, Marley AE. The Use of Antibodies in Small-Molecule Drug Discovery. ACTA ACUST UNITED AC 2014; 19:829-38. [PMID: 24695620 DOI: 10.1177/1087057114527770] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2013] [Accepted: 12/08/2013] [Indexed: 12/17/2022]
Abstract
Antibodies are powerful research tools that can be used in many areas of biology to probe, measure, and perturb various biological structures. Successful drug discovery is dependent on the correct identification of a target implicated in disease, coupled with the successful selection, optimization, and development of a candidate drug. Because of their specific binding characteristics, with regard to specificity, affinity, and avidity, coupled with their amenability to protein engineering, antibodies have become a key tool in drug discovery, enabling the quantification, localization, and modulation of proteins of interest. This review summarizes the application of antibodies and other protein affinity reagents as specific research tools within the drug discovery process.
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12
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L. Berg E, Hsu YC, Lee JA. Consideration of the cellular microenvironment: physiologically relevant co-culture systems in drug discovery. Adv Drug Deliv Rev 2014; 69-70:190-204. [PMID: 24524933 DOI: 10.1016/j.addr.2014.01.013] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2013] [Revised: 01/16/2014] [Accepted: 01/28/2014] [Indexed: 01/15/2023]
Abstract
There is renewed interest in phenotypic approaches to drug discovery, using cell-based assays to select new drugs, with the goal of improving pharmaceutical success. Assays that are more predictive of human biology can help researchers achieve this goal. Primary cells are more physiologically relevant to human biology and advances are being made in methods to expand the available cell types and improve the potential clinical translation of these assays through the use of co-cultures or three-dimensional (3D) technologies. Of particular interest are assays that may be suitable for industrial scale drug discovery. Here we review the use of primary human cells and co-cultures in drug discovery and describe the characteristics of co-culture models for inflammation biology (BioMAP systems), neo-vascularization and tumor microenvironments. Finally we briefly describe technical trends that may enable and impact the development of physiologically relevant co-culture assays in the near future.
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Abstract
Developing a new drug from original idea to the launch of a finished product is a complex process which can take 12-15 years and cost in excess of $1 billion. The idea for a target can come from a variety of sources including academic and clinical research and from the commercial sector. It may take many years to build up a body of supporting evidence before selecting a target for a costly drug discovery programme. Once a target has been chosen, the pharmaceutical industry and more recently some academic centres have streamlined a number of early processes to identify molecules which possess suitable characteristics to make acceptable drugs. This review will look at key preclinical stages of the drug discovery process, from initial target identification and validation, through assay development, high throughput screening, hit identification, lead optimization and finally the selection of a candidate molecule for clinical development.
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Affiliation(s)
- J P Hughes
- MedImmune Inc, Granta Park, Cambridge, UK
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14
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Towards a more robust approach to selecting and prosecuting promising targets and compounds. Future Med Chem 2011; 2:25-34. [PMID: 21426044 DOI: 10.4155/fmc.09.135] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
There are many factors that influence predictivity in drug discovery and impact on productivity within the pharmaceutical industry. This article will concentrate on just two aspects; first, the role of investigating target modulation within a (human) disease setting, from target selection through screening to animal models, and second, potential developments in the analysis and probing of the chemical space appropriate for drug discovery and, in particular, steps to improve predictivity thus moving to a more forward-looking process. The activities associated with target selection should develop significantly over the next 5-10 years leading to a more robust association of target modulation with disease modification. In addition, better understanding of the opportunities for target modulators should drive and improve the selection of ligands suitable for therapeutic applications. Within these areas it will be important to move away from a retrospective consideration of druggable targets towards a forward-looking approach based on holistic (disease context) profiling of both (progressable) targets and subsequently their ligands. Improvements in the predictive analysis and probing of the chemical space will be needed to confront both safety and efficacy end points that currently remain major reasons for failure in the clinic. It is hoped that improvements in data visualization together with chemocentric mining of the literature will facilitate better interrogation of development and clinical data, potentially modifying research project plans to better address these key issues.
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Lea-Currie YR, Duffin DJ, Buehrer BM. Use of adipose-derived stem cells in high-throughput screening to identify modulators of lipogenesis. Methods Mol Biol 2011; 702:359-368. [PMID: 21082415 DOI: 10.1007/978-1-61737-960-4_26] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
Drug discovery efforts have an increasing focus on functional cell-based screening to identify compounds that modulate targets presented in a relevant format. Historically, immortalized cell lines have been used in primary and secondary screens due to their ease of manipulation, transformation, and propagation. However, more researchers are using primary cells that present their drug targets in their natural context. Human primary cell isolation and propagation procedures have become efficient enough to provide these cells in the necessary scale for early stage drug discovery. Adult human stem cells provide an opportunity for investigating multiple pathways of differentiation, development, regeneration, and toxicity using a single cell source and type. Adipose-derived stem cells (ASCs) are an attractive adult human primary stem cell for drug discovery due their abundance in adipose tissue, ease of isolation, and propagation in culture. They can be expanded in high numbers and retain their unique properties to differentiate into multiple lineages. In this chapter, we describe a protocol to identify modulators of human ASC lipogenesis following partial differentiation to adipocytes.
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