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Updated: Jun 26, 2026

Applying Cheminformatics to Develop a Structure Searchable Database of Analytical Methods
Published on: June 6, 2025
Tautomer enumeration and stability prediction for virtual screening on large chemical databases
Francesca Milletti1, Loriano Storchi, Gianluca Sforna
1Laboratory for Chemometrics and Cheminformatics, Department of Chemistry, Universita degli Studi di Perugia, via Elce di Sotto 10, 06123 Perugia, Italy.
Tautomeric rearrangements impact cheminformatics. TauThor enumerates tautomers and predicts their stability in water, improving compound structure analysis for database searches and property predictions.
Area of Science:
- Computational chemistry
- Cheminformatics
- Drug discovery
Background:
- Tautomeric rearrangements significantly influence cheminformatics applications reliant on compound structure.
- Accurate representation of tautomeric forms is crucial for database searching, virtual screening, and property prediction.
Purpose of the Study:
- To introduce TauThor, a novel computational tool for enumerating tautomers.
- To predict the stability of tautomers in aqueous environments.
- To assess the impact of tautomerism on chemical libraries.
Main Methods:
- Tautomer enumeration utilizes a recursive process based on the general tautomerization scheme.
- Tautomer stability is assessed using a fragment library with experimental data and a pK(a)-based method employing MoKa predictions.
- Predicted tautomeric ratios were validated against existing literature data.
Main Results:
- The study demonstrates the impact of tautomerism on chemical databases like FDA, NCI, Specs, and Asinex.
- TauThor provides a method for evaluating the relative abundance of different tautomeric forms.
- pK(a) calculations showed good agreement with literature data for eleven benchmark compounds.
Conclusions:
- TauThor offers a valuable approach for handling tautomerism in cheminformatics.
- Accurate tautomer enumeration and stability prediction enhance the reliability of computational chemistry tools.
- Understanding tautomeric diversity is essential for effective drug discovery and chemical library analysis.
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