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Here you can download in Silico models (QSAR and read across) for specific properties, or programs to build up your own model
  • VEGA QSAR logo
    Description

    VEGA provides tens of QSAR models to predict tox, ecotox, environ, and phys-chem properties of chemical substances.

    With VEGA you can get a clear measurement of the reliability of the prediction, and also visualize the most similar compounds of your target substance, for read across assessment. VEGA has been used by ECHA to identify substances suspect to meet Annex III criteria for REACH.

    Last Release
    January 31, 2017
  • Toxread logo
    Description

    ToxRead is a software to assist user in making reproducible read across evaluations.

    ToxRead shows the similar chemicals, structural alerts and relevant features in common between chemicals.

    Last Release
    January 31, 2017
    Official Website
    Visit the official website
  • Description

    JANUS expands the prioritization for PBT developed previously by the project PROMETHEUS.

    The German Federal Ministry for the Environment, Nature Conservation, Building and Nuclear Safety recently funded a new project, called JANUS (FKZ 3716 65 4140), to prioritize and screen substances, considering PBT (persistent, bioaccumulative and toxic), CMR (carcinogenic, mutagenic and reprotoxic) sustances, as well as chemicals supposed to be endocrine disruptors. A consortium of three partners, Istituto di Ricerche Farmacologiche Mario Negri, Kode and KnowledgeMiner, will develop a platform within the JANUS project. JANUS further expands the previous prioritization project for PBT, called PROMETHEUS

    Last Release
    January 31, 2017
  • Description

    The Prometheus application provides an overall PBT (persistence, bio-concentration, toxicity) assessment based on QSAR modelling, combined in a final score useful for ranking compounds.

    Last Release
    February 28, 2017
  • SARpy application logo
    Description

    SARpy allows you to develop a model to classify chemicals according to a given property, such as carcinogenicity or fish toxicity.

    SARpy breaks the chemical structures of the compounds in the training set into fragments of a desired size, and it identifies fragments related to the target property. It then also shows the fragments related to the effect. Inhibiting conditions are identified which prevent the appearance of the effect, even in presence of the active fragment. The system uses SMILES in the canonical form. It allows choice in building more conservative or more accurate models.

    Last Release
    January 31, 2017
  • Description

    ToxWeight is a program which combines the predictions from VEGA and ToxRead, and thus it provides a weight of evidence assessment joining QSAR and read across.

    A preliminary BETA version is available at request.

    Last Release
    January 31, 2017
  • Toxdelta logo
    Description

    ToxDelta nicely complements ToxRead. ToxDelta keeps into account the differences, and thus the dissimilarity features.

    ToxDelta is a program which identifies the differences between two substances, and if these differences are related an increase or decrease of the effect. It nicely complements ToxRead. While ToxRead identifies the similar compounds and the common structural alerts between the target and similar compound, ToxDelta keeps into account the differences, and thus the dissimilarity features.


    A preliminary BETA version is available for download.

    Last Release
    January 31, 2017
  • CORAL application logo
    Description

    Allows you to develop a model to predict continuous values for properties such as carcinogenicity and fish toxicity.

    CORAL breaks the chemical structures of the compounds in the training set into small components (SMILES attributes), based on the SMILES structure in the canonical form. The set of compounds are split into a subtraining set, a calibration set and a test set, in order to avoid overtraining. The inclusion of parameters such as the number of epochs, and rare SMILES attributes, enables the optimisation of the model.

    Last Release
    January 31, 2017
  • KODE chemo informatics logo
    Description

    A collection of tools for chemoinformatics. These software use the features developed inside the VEGA application core libraries, like molecule conversion, manipulation, SMARTS matching, similarity calculation.

    VEGA-based tools has been developed by Kode s.r.l. in collaboration with Istituto Mario Negri.

    The In-Silico Tools are freely available for download, upon registration, at Kode website.

    Last Release
    January 31, 2017
    Official Website
    Visit the official website
  • Description

    The software has been developed for building counter-propagation artificial neural network (CPANN) models and self-organising maps (SOM).

    For the modelling, the user provides descriptor values and target/endpoint values as input for the program.

    The SOM tool is freely available for download at National Institute of Chemistry Slovenia website.

    Last Release
    March 9, 2017