Tautomer Enumeration and Stability Prediction for Virtual Screening on Large Chemical Databases

Francesca Milletti§, Loriano Storchi, Gianluca Sforna, Simon Cross and Gabriele Cruciani*§
Laboratory for Chemometrics and Cheminformatics, Department of Chemistry, Università degli Studi di Perugia, via Elce di Sotto 10, 06123 Perugia, Italy, and Molecular Discovery Limited, 215 Marsh Road, Pinner, Middlesex, London HA5 5NE, United Kingdom
J. Chem. Inf. Model., 2009, 49 (1), pp 68–75
DOI: 10.1021/ci800340j
Publication Date (Web): January 6, 2009
Copyright © 2009 American Chemical Society
* Corresponding author phone: +390755855629; fax: +3907545646; e-mail: gabri@chemiome.chm.unipg.it., †

Molecular Discovery Limited.

, §

Università degli Studi di Perugia.

Abstract

Abstract Image

Tautomeric rearrangements affect the results of cheminformatics applications that depend on the knowledge of the 2D or 3D structure of a compound, such as tools for database searches, fingerprint generation, virtual screening, and physical-chemical properties prediction. In this paper we present TauThor, a tool to enumerate tautomers and predict tautomer stability in the aqueous medium. The enumeration is based on a recursive process that generates tautomers according to the general scheme HX-Y=Z X=Y-ZH. The stability of a tautomer is calculated by using a library of 145 fragments associated with experimental tautomeric percentages in water and a pKa based-method that utilizes pKa values predicted by MoKa. Predicted tautomeric ratios based on pKa calculations were benchmarked against literature data for a set of eleven compounds. The FDA approved drugs database, the NCI database and two vendor databases - Specs Screening Library and Asinex Gold Collection - were used to illustrate the impact of tautomerism on chemical libraries and to evaluate the relative occurrences of alternative tautomeric forms.

Citing Articles

View all 9 citing articles

Citation data is made available by participants in CrossRef's Cited-by Linking service. For a more comprehensive list of citations to this article, users are encouraged to perform a search in SciFinder.

This article has been cited by 9 ACS Journal articles (5 most recent appear below).

  • Cover Image

    Handling of Tautomerism and Stereochemistry in Compound Registration

    Alberto Gobbi and Man-Ling Lee
    Journal of Chemical Information and Modeling2011 Article ASAP
    • Handling of Tautomerism and Stereochemistry in Compound Registration

      Alberto Gobbi and Man-Ling Lee
      Journal of Chemical Information and Modeling2011 Article ASAP

      Automated registration of compounds from external sources is necessitated by the numerous compound acquisitions from vendors and by the increasing number of collaborations with external partners. A prerequisite for automating compound registration is a ...

  • Cover Image

    A Novel Approach for Predicting P-Glycoprotein (ABCB1) Inhibition Using Molecular Interaction Fields

    Fabio Broccatelli, Emanuele Carosati, Annalisa Neri, Maria Frosini, Laura Goracci, Tudor I. Oprea, and Gabriele Cruciani
    Journal of Medicinal Chemistry2011 54 (6), 1740-1751
    • A Novel Approach for Predicting P-Glycoprotein (ABCB1) Inhibition Using Molecular Interaction Fields

      Fabio Broccatelli, Emanuele Carosati, Annalisa Neri, Maria Frosini, Laura Goracci, Tudor I. Oprea, and Gabriele Cruciani
      Journal of Medicinal Chemistry2011 54 (6), 1740-1751

      P-glycoprotein (Pgp or ABCB1) is an ABC transporter protein involved in intestinal absorption, drug metabolism, and brain penetration, and its inhibition can seriously alter a drug's bioavailability and safety. In addition, inhibitors of Pgp can be used ...

  • Cover Image

    A Multiscale Simulation System for the Prediction of Drug-Induced Cardiotoxicity

    Cristian Obiol-Pardo, Julio Gomis-Tena, Ferran Sanz, Javier Saiz, and Manuel Pastor
    Journal of Chemical Information and Modeling2011 51 (2), 483-492
    • A Multiscale Simulation System for the Prediction of Drug-Induced Cardiotoxicity

      Cristian Obiol-Pardo, Julio Gomis-Tena, Ferran Sanz, Javier Saiz, and Manuel Pastor
      Journal of Chemical Information and Modeling2011 51 (2), 483-492

      The preclinical assessment of drug-induced ventricular arrhythmia, a major concern for regulators, is typically based on experimental or computational models focused on the potassium channel hERG (human ether-a-go-go-related gene, Kv11.1). Even if the ...

  • Cover Image

    FLAP: GRID Molecular Interaction Fields in Virtual Screening. Validation using the DUD Data Set

    Simon Cross, Massimo Baroni, Emanuele Carosati, Paolo Benedetti and Sergio Clementi
    Journal of Chemical Information and Modeling2010 50 (8), 1442-1450
    • FLAP: GRID Molecular Interaction Fields in Virtual Screening. Validation using the DUD Data Set

      Simon Cross, Massimo Baroni, Emanuele Carosati, Paolo Benedetti and Sergio Clementi
      Journal of Chemical Information and Modeling2010 50 (8), 1442-1450

      The performance of FLAP (Fingerprints for Ligands and Proteins) in virtual screening is assessed using a subset of the DUD (Directory of Useful Decoys) benchmarking data set containing 13 targets each with more than 15 different chemotype classes. A ...

  • Cover Image

    Tautomer Identification and Tautomer Structure Generation Based on the InChI Code

    Torsten Thalheim, Armin Vollmer, Ralf-Uwe Ebert, Ralph Kühne and Gerrit Schüürmann
    Journal of Chemical Information and Modeling2010 50 (7), 1223-1232
    • Tautomer Identification and Tautomer Structure Generation Based on the InChI Code

      Torsten Thalheim, Armin Vollmer, Ralf-Uwe Ebert, Ralph Kühne and Gerrit Schüürmann
      Journal of Chemical Information and Modeling2010 50 (7), 1223-1232

      An algorithm is introduced that enables a fast generation of all possible prototropic tautomers resulting from the mobile H atoms and associated heteroatoms as defined in the InChI code. The InChI-derived set of possible tautomers comprises (1,3)-shifts ...

Tools

SciFinder Links

SciFinder subscribers:  Click to sign in | Not a SciFinder subscriber? Learn more at www.cas.org

Explore by:


History

  • Published In Issue January 26, 2009
  • Article ASAPJanuary 06, 2009
  • Received: September 18, 2008

Recommend & Share

  • Share on ACS NetworkACS Network
  • Add to FacebookFacebook
  • Tweet ThisTweet This
  • Add to CiteULikeCiteULike
  • Add to NewsvineNewsvine
  • Digg ThisDigg This
  • Add to DeliciousDelicious

Related Content

Other ACS content by these authors: