Here you can download in Silico models (QSAR and read across) for specific properties, or programs to build up your own model
- Description
QSARpy v1.0 is a tool to develop quantitative models based on dissimilarity
QSARpy is an evolution of SARpy. It breaks the molecules of the training set and extracts modulators, fragments associated to a difference in the property/activity value. First, QSARpy verifies if the molecule to predict and one of the molecules of the training set share part of the structure, and one or more modulators can explain the differences between them. Then, QSARpy calculates the property/activity for the target adding the modulator(s) value to the value associate to the training set molecule.
- Last Release
- December 21, 2018
- 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
- June 5, 2019
- 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
- June 5, 2019
- 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
- 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
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
- 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
- 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
