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sMOL Explorer: an open source, web-enabled database and exploration tool for Small MOLecules datasets.

Supawadee Ingsriswang1, Eakasit Pacharawongsakda

  • 1Information Systems Laboratory, BIOTEC Central Research Unit, National Center for Genetic Engineering and Biotechnology (BIOTEC), Klongluang, Pathumthani, 12120, Thailand. supawadee@biotec.or.th

Bioinformatics (Oxford, England)
|July 31, 2007
PubMed
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sMOL Explorer is a free, open-source computational tool for managing, analyzing, and mining small molecule data. It enables structural similarity searches and integrates with data mining packages for advanced analysis.

Area of Science:

  • Computational chemistry
  • Cheminformatics
  • Drug discovery

Background:

  • sMOL Explorer is an open-source project.
  • It is freely available to all interested users.

Purpose of the Study:

  • To present sMOL Explorer, a 2D ligand-based computational tool.
  • To highlight its functionalities in data management, information retrieval, and statistical analysis for small molecules.

Main Methods:

  • Users can create personal databases via a drawing interface or by uploading data files.
  • Databases support textual and structural similarity searches.
  • Integration with external public databases (PubChem, KEGG, DrugBank, eMolecules) is supported.
  • Access to data mining tools from Weka and R packages for analysis.

Related Experiment Videos

Main Results:

  • Facilitates creation and querying of personal small molecule databases.
  • Enables searching against extensive public chemical databases.
  • Provides tools for substructure identification, molecular fingerprint clustering, attribute selection, and biological activity classification model building.

Conclusions:

  • sMOL Explorer offers a comprehensive web-based platform for small molecule data management and analysis.
  • Its integration with data mining tools enhances its utility for cheminformatics and drug discovery research.