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On the Organization of a Drug Discovery Platform
DOI: 10.5772/intechopen.73170 ProvisionalChapter chapter 2 On the Organization of a Drug Discovery Platform Jean A. Boutin,A. Boutin, Olivier NosjeanOlivier Nosjean and Gilles FerryGilles Ferry Additional information is available at the end of the chapter http://dx.doi.org/10.5772/intechopen.73170 Abstract Some of the most exciting parts of work in the pharmaceutical industry are the steps lead- ing up to drug discovery. This process can be oversimplified by describing it as a screen- ing campaign involving the systematic testing of many compounds in a test relevant to a given pathology. This naïve description takes place without taking into consideration the numerous key steps that led up to the screening or the steps that might follow. The present chapter describes this whole process as it was conducted in our company dur- ing our early drug discovery activities. First, the purpose of the procedures is described and rationalized. Next follows a series of mostly published examples from our own work illustrating the various steps of the process from cloning to biophysics, including expression systems and membrane-bound protein purifications. We believe that what is described here presents an example of how pharmaceutical industry research can orga- nize its platform(s) when the goal is to find and qualify a new preclinical drug candidate using cutting-edge technologies and a lot of hard work. Keywords: drug discovery, validation, cloning & expression, biophysics, structural biology, organization 1. Introduction Drug discovery involves a suite of processes as part of a program aimed at finding drug thera- pies for diseases. These programs encompass many different scientific steps from validation of the target (or attempts to do so) and characterization of the hits until the selection of can- didates for medicinal chemistry programs. -
Predicting Strategies for Lead Optimization Via Learning to Rank
IPSJ Transactions on Bioinformatics Vol.11 41–47 (Dec. 2018) [DOI: 10.2197/ipsjtbio.11.41] Original Paper Predicting Strategies for Lead Optimization via Learning to Rank Nobuaki Yasuo1,2,a) Keisuke Watanabe1 Hideto Hara3 Kentaro Rikimaru3 Masakazu Sekijima1,4,b) Received: August 21, 2018, Accepted: September 18, 2018 Abstract: Lead optimization is an essential step in drug discovery in which the chemical structures of compounds are modified to improve characteristics such as binding affinity, target selectivity, physicochemical properties, and tox- icity. We present a concept for a computational compound optimization system that outputs optimized compounds from hit compounds by using previous lead optimization data from a pharmaceutical company. In this study, to predict the drug-likeness of compounds in the evaluation function of this system, we evaluated and compared the ability to correctly predict lead optimization strategies through learning to rank methods. Keywords: lead optimization, learning to rank, computer-aided drug design, machine learning computer-aided drug discovery (CADD), which has been utilized 1. Introduction since the 1960s, are also leading current drug discovery. The During drug discovery, enormous attempts are being made to methods of CADD can be combined with various biological data identify better drug candidates. Since the cost of drug discovery including genomic sequence, protein tertiary structure, and chem- has been drastically increased, recently the process of drug dis- ical structure, and can be utilized in various steps in drug discov- covery typically takes 12–14 years [1] and costs approximately ery: target identification, compound screening, and ADME (ab- 2.6 billion USD [2]. The process of drug discovery is sometimes sorption, distribution, metabolism, excretion, toxicity) properties likened to looking for a needle in a haystack; it is the process prediction [9], [10], [11]. -
Homology Models of Melatonin Receptors: Challenges and Recent Advances
Int. J. Mol. Sci. 2013, 14, 8093-8121; doi:10.3390/ijms14048093 OPEN ACCESS International Journal of Molecular Sciences ISSN 1422-0067 www.mdpi.com/journal/ijms Review Homology Models of Melatonin Receptors: Challenges and Recent Advances Daniele Pala 1, Alessio Lodola 1, Annalida Bedini 2, Gilberto Spadoni 2 and Silvia Rivara 1,* 1 Dipartimento di Farmacia, Università degli Studi di Parma, Parco Area delle Scienze 27/A, 43124 Parma, Italy; E-Mails: [email protected] (D.P.); [email protected] (A.L.) 2 Dipartimento di Scienze Biomolecolari, Università degli Studi di Urbino “Carlo Bo”, Piazza Rinascimento 6, I-61029 Urbino, Italy; E-Mails: [email protected] (A.B.); [email protected] (G.S.) * Author to whom correspondence should be addressed; E-Mail: [email protected]; Tel.: +39-0521-905-061; Fax: +39-0521-905-006. Received: 7 March 2013; in revised form: 28 March 2013 / Accepted: 28 March 2013 / Published: 12 April 2013 Abstract: Melatonin exerts many of its actions through the activation of two G protein-coupled receptors (GPCRs), named MT1 and MT2. So far, a number of different MT1 and MT2 receptor homology models, built either from the prototypic structure of rhodopsin or from recently solved X-ray structures of druggable GPCRs, have been proposed. These receptor models differ in the binding modes hypothesized for melatonin and melatonergic ligands, with distinct patterns of ligand-receptor interactions and putative bioactive conformations of ligands. The receptor models will be described, and they will be discussed in light of the available information from mutagenesis experiments and ligand-based pharmacophore models. -
Melatonin and Structurally-Related Compounds Protect Synaptosomal Membranes from Free Radical Damage
Int. J. Mol. Sci. 2010, 11, 312-328; doi:10.3390/ijms11010312 OPEN ACCESS International Journal of Molecular Sciences ISSN 1422-0067 www.mdpi.com/journal/ijms Article Melatonin and Structurally-Related Compounds Protect Synaptosomal Membranes from Free Radical Damage Sergio Millán-Plano 1, Eduardo Piedrafita 1, Francisco J. Miana-Mena 1, Lorena Fuentes-Broto 1, Enrique Martínez-Ballarín 1, Laura López-Pingarrón 2, María A. Sáenz 1 and Joaquín J. García 1,* 1 Department of Pharmacology and Physiology, Faculty of Medicine, University of Zaragoza, C/Domingo Miral s/n, 50009, Zaragoza, Spain; E-Mails: [email protected] (S.M.-P.); [email protected] (E.P.); [email protected] (F.J.M.-M.); [email protected] (L.F.-B.); [email protected] (E.M.-B.); [email protected] (M.A.S.) 2 Department of Human Anatomy and Histology, Faculty of Medicine, University of Zaragoza, C/Domingo Miral s/n, 50009, Zaragoza, Spain; E-Mail: [email protected] * Author to whom correspondence should be addressed; E-Mail: [email protected]; Tel.: 34-976-761-681; Fax: 34-976-761-700. Received: 23 December 2009 / Accepted: 15 January 2010 / Published: 21 January 2010 Abstract: Since biological membranes are composed of lipids and proteins we tested the in vitro antioxidant properties of several indoleamines from the tryptophan metabolic pathway in the pineal gland against oxidative damage to lipids and proteins of synaptosomes isolated from the rat brain. Free radicals were generated by incubation with 0.1 mM FeCl3, and 0.1 mM ascorbic acid. Levels of malondialdehyde (MDA) plus 4-hydroxyalkenal (4-HDA), and carbonyl content in the proteins were measured as indices of oxidative damage to lipids and proteins, respectively. -
Medicinal Chemistry for Drug Discovery | Charles River
Summary Medicinal chemistry is an integral part of bringing a drug through development. Our medicinal chemistry approach enables clients to benefit from efficient navigation of the early drug discovery process through to delivery of preclinical candidates. DISCOVERY Click to learn more Medicinal Chemistry for Drug Discovery Medicinal Chemistry A Proven Track Record in Drug Discovery Services: Our medicinal chemistry team has experience in progressing small molecule drug discovery programs across a broad range • Target identification of therapeutic areas and gene families. Our scientists are skilled in the design and synthesis of novel pharmacologically active - Capture Compound® mass compounds and understand the challenges facing modern drug discovery. Together, they are cited as inventors on over spectrometry (CCMS) 350 patents and have identified 80 preclinical candidates for client organizations across a variety of therapeutic areas. As • Hit-finding strategies project leaders, our chemists are fundamental in driving the program strategy and have consistently empowered our clients’ - Optimizing high-throughput success. A high proportion of candidates regularly progress to the clinic, and our first co-invented drug, Belinostat, received screening (HTS) hits marketing approval in 2015. As an organization, Charles River has worked on 85% of the therapies approved in 2018. • Hit-to-lead We have a deep understanding of the factors that drive medicinal chemistry design: structure-activity relationship (SAR), • Lead optimization biology, physical chemistry, drug metabolism and pharmacokinetics (DMPK), pharmacokinetic/pharmacodynamic (PK/PD) • Patent strategy modelling, and in vivo efficacy. Charles River scientists are skilled in structure-based and ligand-based design approaches • Preparation for IND filing utilizing our in-house computer-aided drug design (CADD) expertise. -
Ayahuasca Characterization, Metabolism in Humans, And
Louisiana State University LSU Digital Commons LSU Doctoral Dissertations Graduate School 2012 Ayahuasca characterization, metabolism in humans, and relevance to endogenous N,N- dimethyltryptamines Ethan Hamilton McIlhenny Louisiana State University and Agricultural and Mechanical College, [email protected] Follow this and additional works at: https://digitalcommons.lsu.edu/gradschool_dissertations Part of the Medicine and Health Sciences Commons Recommended Citation McIlhenny, Ethan Hamilton, "Ayahuasca characterization, metabolism in humans, and relevance to endogenous N,N- dimethyltryptamines" (2012). LSU Doctoral Dissertations. 2049. https://digitalcommons.lsu.edu/gradschool_dissertations/2049 This Dissertation is brought to you for free and open access by the Graduate School at LSU Digital Commons. It has been accepted for inclusion in LSU Doctoral Dissertations by an authorized graduate school editor of LSU Digital Commons. For more information, please [email protected]. AYAHUASCA CHARACTERIZATION, METABOLISM IN HUMANS, AND RELEVANCE TO ENDOGENOUS N,N-DIMETHYLTRYPTAMINES A Dissertation Submitted to the Graduate Faculty of the Louisiana State University and School of Veterinary Medicine in partial fulfillment of the requirements for the degree of Doctor of Philosophy in The Interdepartmental Program in Veterinary Medical Sciences through the Department of Comparative Biomedical Sciences by Ethan Hamilton McIlhenny B.A., Skidmore College, 2006 M.S., Tulane University, 2008 August 2012 Acknowledgments Infinite thanks, appreciation, and gratitude to my mother Bonnie, father Chaffe, brother Matthew, grandmothers Virginia and Beverly, and to all my extended family, friends, and loved ones. Without your support and the visionary guidance of my friend and advisor Dr. Steven Barker, none of this work would have been possible. Special thanks to Dr. -
DMPK) Studies Are Critical to Efficient Drug Discovery Programs and Successful Delivery of Candidate Molecules
Summary Discovery drug metabolism and pharmacokinetics (DMPK) studies are critical to efficient drug discovery programs and successful delivery of candidate molecules. DISCOVERY Drug Metabolism and Pharmacokinetics (DMPK) Click to learn more Supporting Discovery Research DMPK Services The identification and inclusion of appropriate DMPK studies is key to the success of discovery research by helping to de-risk • In vitro ADME candidate molecules and improve project productivity through more targeted chemical synthesis and progression of the right compounds. Charles River’s flexible and collaborativeDMPK team offers a variety of partnerships and pricing structures to suit • Physicochemical properties client needs. In addition to fee-for-service assays and expertise, we can embed our DMPK scientists within existing integrated • Metabolic stability chemistry programs as core team members of multidisciplinary project teams. We offer a wealth of experience in a range of • Drug-drug interactions therapeutic areas and biological targets and can help support strategy and implementation of appropriate screening cascades. • Distribution • Safety • High-throughput and automation Chemistry • Pharmacokinetics (PK) support • Bioanalysis and Biology pharmacokinetic support DMPK Questions for our chemists? Visit https://www.criver.com/ consult-pi-ds-questions-for-our- chemists EVERY STEP OF THE WAY www.criver.com In Vitro ADME As compound potency improves during hit-to-lead and lead optimization, in vitro ADME assays provide necessary data to establish insight into the key physiochemical properties and structural motifs that will provide the targeted candidate profile. Our in vitro ADME scientists have established a suite of assays that routinely support drug discovery programs, continue to work on the development and validation of new assays, and regularly monitor assay performance. -
Early Hit-To-Lead ADME Screening Bundle Bundled Screening Assays to Accelerate Candidate Selection in Drug Discovery
Fact Sheet Early Hit-to-Lead ADME Screening Bundle Bundled Screening Assays to Accelerate Candidate Selection in Drug Discovery In vitro ADME screening during the lead optimization stage of drug discovery positively impacts drug candidate selection with an enhanced probability of success in clinical trials. Since most new drug candidates fail during preclinical and clinical development, and the late stage of the drug development cycle can be a lengthy and costly process, any means of identifying drug candidates with optimized ADME and pharmacokinetics properties in the discovery stage will have a significant impact on the drug discovery process overall. Focused on Solutions to Address DMPK Issues and to Enable the Success of Our Clients Our scientists routinely conduct industry standard in vitro metabolism and DDI-based assays, including highly automated ADME in vitro screens. We can help drive your discovery phase structure activity relationship (SAR) by optimizing for ADME properties, in parallel to your receptor binding potency and selectivity, for more rapid identification of high quality drug candidates. Metabolic stability, risk assessment for inhibiting key Cytochrome P450 enzymes, and cell permeability are three main early hit-to-lead ADME screening assays that all new chemical entities (NCEs) are tested for in the industry in effort to optimize key ADME properties. In Vitro ADME Screening Services: Early Hit-to-Lead ADME Screening Bundle Intrinsic Clearance Assay in Liver Microsomes • Liver microsomes; species selectable • Incubation -
ANTIDEPRESSANTS in USE in CLINICAL PRACTICE Mark Agius1 & Hannah Bonnici2 1Clare College, University of Cambridge, Cambridge, UK 2Hospital Pharmacy St
Psychiatria Danubina, 2017; Vol. 29, Suppl. 3, pp 667-671 Conference paper © Medicinska naklada - Zagreb, Croatia ANTIDEPRESSANTS IN USE IN CLINICAL PRACTICE Mark Agius1 & Hannah Bonnici2 1Clare College, University of Cambridge, Cambridge, UK 2Hospital Pharmacy St. James Hospital Malta, Malta SUMMARY The object of this paper, rather than producing new information, is to produce a useful vademecum for doctors prescribing antidepressants, with the information useful for their being prescribed. Antidepressants need to be seen as part of a package of treatment for the patient with depression which also includes psychological treatments and social interventions. Here the main Antidepressant groups, including the Selective Serotonin uptake inhibiters, the tricyclics and other classes are described, together with their mode of action, side effects, dosages. Usually antidepressants should be prescribed for six months to treat a patient with depression. The efficacy of anti-depressants is similar between classes, despite their different mechanisms of action. The choice is therefore based on the side-effects to be avoided. There is no one ideal drug capable of exerting its therapeutic effects without any adverse effects. Increasing knowledge of what exactly causes depression will enable researchers not only to create more effective antidepressants rationally but also to understand the limitations of existing drugs. Key words: antidepressants – depression - psychological therapies - social therapies * * * * * Introduction Monoamine oxidase (MAO) inhibitors í Non-selective Monoamine Oxidase Inhibitors Depression may be defined as a mood disorder that í Selective Monoamine Oxidase Type A inhibitors negatively and persistently affects the way a person feels, thinks and acts. Common signs include low mood, Atypical Anti-Depressants and other classes changes in appetite and sleep patterns and loss of inte- rest in activities that were once enjoyable. -
Psychedelics in Psychiatry: Neuroplastic, Immunomodulatory, and Neurotransmitter Mechanismss
Supplemental Material can be found at: /content/suppl/2020/12/18/73.1.202.DC1.html 1521-0081/73/1/202–277$35.00 https://doi.org/10.1124/pharmrev.120.000056 PHARMACOLOGICAL REVIEWS Pharmacol Rev 73:202–277, January 2021 Copyright © 2020 by The Author(s) This is an open access article distributed under the CC BY-NC Attribution 4.0 International license. ASSOCIATE EDITOR: MICHAEL NADER Psychedelics in Psychiatry: Neuroplastic, Immunomodulatory, and Neurotransmitter Mechanismss Antonio Inserra, Danilo De Gregorio, and Gabriella Gobbi Neurobiological Psychiatry Unit, Department of Psychiatry, McGill University, Montreal, Quebec, Canada Abstract ...................................................................................205 Significance Statement. ..................................................................205 I. Introduction . ..............................................................................205 A. Review Outline ........................................................................205 B. Psychiatric Disorders and the Need for Novel Pharmacotherapies .......................206 C. Psychedelic Compounds as Novel Therapeutics in Psychiatry: Overview and Comparison with Current Available Treatments . .....................................206 D. Classical or Serotonergic Psychedelics versus Nonclassical Psychedelics: Definition ......208 Downloaded from E. Dissociative Anesthetics................................................................209 F. Empathogens-Entactogens . ............................................................209 -
G Protein-Coupled Receptors
S.P.H. Alexander et al. The Concise Guide to PHARMACOLOGY 2015/16: G protein-coupled receptors. British Journal of Pharmacology (2015) 172, 5744–5869 THE CONCISE GUIDE TO PHARMACOLOGY 2015/16: G protein-coupled receptors Stephen PH Alexander1, Anthony P Davenport2, Eamonn Kelly3, Neil Marrion3, John A Peters4, Helen E Benson5, Elena Faccenda5, Adam J Pawson5, Joanna L Sharman5, Christopher Southan5, Jamie A Davies5 and CGTP Collaborators 1School of Biomedical Sciences, University of Nottingham Medical School, Nottingham, NG7 2UH, UK, 2Clinical Pharmacology Unit, University of Cambridge, Cambridge, CB2 0QQ, UK, 3School of Physiology and Pharmacology, University of Bristol, Bristol, BS8 1TD, UK, 4Neuroscience Division, Medical Education Institute, Ninewells Hospital and Medical School, University of Dundee, Dundee, DD1 9SY, UK, 5Centre for Integrative Physiology, University of Edinburgh, Edinburgh, EH8 9XD, UK Abstract The Concise Guide to PHARMACOLOGY 2015/16 provides concise overviews of the key properties of over 1750 human drug targets with their pharmacology, plus links to an open access knowledgebase of drug targets and their ligands (www.guidetopharmacology.org), which provides more detailed views of target and ligand properties. The full contents can be found at http://onlinelibrary.wiley.com/doi/ 10.1111/bph.13348/full. G protein-coupled receptors are one of the eight major pharmacological targets into which the Guide is divided, with the others being: ligand-gated ion channels, voltage-gated ion channels, other ion channels, nuclear hormone receptors, catalytic receptors, enzymes and transporters. These are presented with nomenclature guidance and summary information on the best available pharmacological tools, alongside key references and suggestions for further reading. -
Tumour Microenvironment: Roles of the Aryl Hydrocarbon Receptor, O-Glcnacylation, Acetyl-Coa and Melatonergic Pathway in Regulat
International Journal of Molecular Sciences Review Tumour Microenvironment: Roles of the Aryl Hydrocarbon Receptor, O-GlcNAcylation, Acetyl-CoA and Melatonergic Pathway in Regulating Dynamic Metabolic Interactions across Cell Types—Tumour Microenvironment and Metabolism George Anderson Clinical Research Communications (CRC) Scotland & London, Eccleston Square, London SW1V 6UT, UK; [email protected] Abstract: This article reviews the dynamic interactions of the tumour microenvironment, highlight- ing the roles of acetyl-CoA and melatonergic pathway regulation in determining the interactions between oxidative phosphorylation (OXPHOS) and glycolysis across the array of cells forming the tumour microenvironment. Many of the factors associated with tumour progression and immune resistance, such as yin yang (YY)1 and glycogen synthase kinase (GSK)3β, regulate acetyl-CoA and the melatonergic pathway, thereby having significant impacts on the dynamic interactions of the different types of cells present in the tumour microenvironment. The association of the aryl hydrocarbon receptor (AhR) with immune suppression in the tumour microenvironment may be mediated by the AhR-induced cytochrome P450 (CYP)1b1-driven ‘backward’ conversion of mela- tonin to its immediate precursor N-acetylserotonin (NAS). NAS within tumours and released from tumour microenvironment cells activates the brain-derived neurotrophic factor (BDNF) receptor, TrkB, thereby increasing the survival and proliferation of cancer stem-like cells. Acetyl-CoA is a cru- Citation: