Abstract
The quality of the data generated in a high throughput screening (HTS) run is fundamental for selecting bona fide inhibitors and for ensuring the capture of the full richness of inhibitors present in a chemical library. For this purpose a quality control filter based on three one dimensional (1D) proton NMR experiments is proposed. The approach called SPAM (Solubility, Purity and Aggregation of the Molecule) Filter requires the acquisition of a 1D reference spectrum, a WaterLOGSY spectrum and/or a selective longitudinal relaxation filter spectrum for the identified hits dissolved in aqueous solution and in the presence of a water soluble reference molecule. This palette of experiments permits the rapid characterization of the identity, purity, solubility and aggregation state of the active compound. This knowledge is crucial for deriving accurate IC50 and KI values of the inhibitors, for identifying false negatives and for detecting promiscuous inhibitors. Only compounds that pass through the SPAM Filter can be considered as starting points for medicinal chemistry efforts directed toward lead optimization. Examples of this approach in the identification of false positives in a screening run against the enzyme thymidine phosphorylase (TP) and the rescue of a false negative in a screening run against the Ser/Thr kinase AKT1 are presented.
Keywords: Promiscuous compounds, false positives, false negatives, NMR, HTS, enzyme inhibitors
Current Drug Discovery Technologies
Title: NMR-Based Quality Control Approach for the Identification of False Positives and False Negatives in High Throughput Screening
Volume: 3 Issue: 2
Author(s): Claudio Dalvit, Dannica Caronni, Nicola Mongelli, Marina Veronesi and Anna Vulpetti
Affiliation:
Keywords: Promiscuous compounds, false positives, false negatives, NMR, HTS, enzyme inhibitors
Abstract: The quality of the data generated in a high throughput screening (HTS) run is fundamental for selecting bona fide inhibitors and for ensuring the capture of the full richness of inhibitors present in a chemical library. For this purpose a quality control filter based on three one dimensional (1D) proton NMR experiments is proposed. The approach called SPAM (Solubility, Purity and Aggregation of the Molecule) Filter requires the acquisition of a 1D reference spectrum, a WaterLOGSY spectrum and/or a selective longitudinal relaxation filter spectrum for the identified hits dissolved in aqueous solution and in the presence of a water soluble reference molecule. This palette of experiments permits the rapid characterization of the identity, purity, solubility and aggregation state of the active compound. This knowledge is crucial for deriving accurate IC50 and KI values of the inhibitors, for identifying false negatives and for detecting promiscuous inhibitors. Only compounds that pass through the SPAM Filter can be considered as starting points for medicinal chemistry efforts directed toward lead optimization. Examples of this approach in the identification of false positives in a screening run against the enzyme thymidine phosphorylase (TP) and the rescue of a false negative in a screening run against the Ser/Thr kinase AKT1 are presented.
Export Options
About this article
Cite this article as:
Dalvit Claudio, Caronni Dannica, Mongelli Nicola, Veronesi Marina and Vulpetti Anna, NMR-Based Quality Control Approach for the Identification of False Positives and False Negatives in High Throughput Screening, Current Drug Discovery Technologies 2006; 3(2) . https://dx.doi.org/10.2174/157016306778108875
DOI https://dx.doi.org/10.2174/157016306778108875 |
Print ISSN 1570-1638 |
Publisher Name Bentham Science Publisher |
Online ISSN 1875-6220 |

- Author Guidelines
- Graphical Abstracts
- Fabricating and Stating False Information
- Research Misconduct
- Post Publication Discussions and Corrections
- Publishing Ethics and Rectitude
- Increase Visibility of Your Article
- Archiving Policies
- Peer Review Workflow
- Order Your Article Before Print
- Promote Your Article
- Manuscript Transfer Facility
- Editorial Policies
- Allegations from Whistleblowers
- Announcements
- Forthcoming Thematic Issues
Related Articles
-
Editorial [Hot Topic: Vaccines and Immunity (Executive Editor: Ted M. Ross)]
Current Pharmaceutical Design Bacterial Sepsis and Chemokines
Current Drug Targets Integration of Physicochemical and Pharmacokinetic Parameters in Lead Optimization: A Physiological Pharmacokinetic Model Based Approach
Current Drug Discovery Technologies The Proteasome as a Therapeutic Target for Lung Fibrosis
Current Enzyme Inhibition Relationship Between Drugs and Functional Activity of Various Mammalian P-Glycoproteins (ABCB1)
Mini-Reviews in Medicinal Chemistry The Role of Hypocarbia in the Development of Cystic Periventricular Leukomalacia
Current Pediatric Reviews Machine Learning and Perturbation Theory Machine Learning (PTML) in Medicinal Chemistry, Biotechnology, and Nanotechnology
Current Topics in Medicinal Chemistry An Algorithm Recommendation for Management of Allergic Rhinitis in the United Arab Emirates: A Consensus Statement from an Expert Panel
New Emirates Medical Journal Function Oriented Synthesis: The Design, Synthesis, PKC Binding and Translocation Activity of a New Bryostatin Analog
Current Drug Discovery Technologies Dual-target Inhibitors Based on BRD4: Novel Therapeutic Approaches for Cancer
Current Medicinal Chemistry Metabolism of Designer Drugs of Abuse: An Updated Review
Current Drug Metabolism Preface
Pharmaceutical Nanotechnology Ewing’s Sarcoma Cancer Stem Cell Targeted Therapy
Current Stem Cell Research & Therapy Chemistry and Anticancer Activity of Hybrid Molecules and Derivatives based on 5-Fluorouracil
Current Medicinal Chemistry The Potential of Embryonic Stem Cells Combined with -omics Technologies as Model Systems for Toxicology
Current Medicinal Chemistry Suramin: Clinical Uses and Structure-Activity Relationships
Mini-Reviews in Medicinal Chemistry Transplacental Transfer of Immunosuppressants and Biologics Used for the Treatment of Inflammatory Bowel Disease
Current Pharmaceutical Biotechnology Surfing the Blood Coagulation Cascade: Insight into the Vital Factor Xa
Current Medicinal Chemistry Heavy Metal Pollution and Male Fertility: An Overview on Adverse Biological Effects and Socio-Economic Implications
Endocrine, Metabolic & Immune Disorders - Drug Targets Innate Immunity and Microbes: Conversations with the Gut Leading to Intestinal Tissue Repair and Fibrosis
Anti-Inflammatory & Anti-Allergy Agents in Medicinal Chemistry