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  • Poster presentation
  • Open Access

Probing the impact of protein and ligand preparation procedures on chemotype enrichment in structure-based virtual screening using DEKOIS 2.0 benchmark sets

Journal of Cheminformatics20146 (Suppl 1) :P19

  • Published:


  • Virtual Screening
  • Protein Crystal
  • Screening Technique
  • Lead Structure
  • Molecular Detail

Structure-based virtual screening techniques can help to identify new lead structures and complement other screening approaches in drug discovery. Prior to docking, the data (protein crystal structures and ligands) should be prepared with great attention to chemistry-related molecular details. In all cases, a wide choice of commercially and non-commercially packages are available to perform such preparation schemes.

Using the DEKOIS 2.0 benchmark sets [1, 2], we found differences in the respective virtual screening performance when employing different preparation schemes. We demonstrate how docking performance, particularly early enrichment, can be affected by these differences. To investigate these interesting results, we have developed an automated protocol to match and visualize ligand chemotype information in combination with the pROC profile obtained by docking. We can utilize this new tool to identify and highlight chemotype-specific behaviour, e.g. in dataset preparation. This can help to overcome chemistry-related issues in virtual screening.

Figure 1

Authors’ Affiliations

Lab. of Molecular Design & Pharmaceutical Biophysics, University of Tuebingen, Tuebingen, 72076, Germany
MRC Laboratory of Molecular Biology, Cambridge, CB2 0QH, UK


  1. Vogel SM, Bauer MR, Boeckler FM: DEKOIS: demanding evaluation kits for objective in silico screening--a versatile tool for benchmarking docking programs and scoring functions. J Chem Inf Model. 2011, 51 (10): 2650-2665. 10.1021/ci2001549.View ArticleGoogle Scholar
  2. Bauer MR, Ibrahim TM, Vogel SM, Boeckler FM: Evaluation and Optimization of Virtual Screening Workflows with DEKOIS 2.0 - A Public Library of Challenging Docking Benchmark Sets. J Chem Inf Model. 2013, 53 (6): 1447-1462. 10.1021/ci400115b.View ArticleGoogle Scholar


© Ibrahim et al; licensee Chemistry Central Ltd. 2014

This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. The Creative Commons Public Domain Dedication waiver ( applies to the data made available in this article, unless otherwise stated.