Solubility prediction - ChemAxon's Solubility Predictor

Posted on June 2nd, 2014 at 10:46 am by Dániel Szisz and László Antal

Aqueous solubility for organic compounds is one of the most important physico-chemical properties in modern drug discovery and has long been among our plans. Being a property that is hard to model, providing a tool for prediction, in a fast and accurate way, has not been an easy task and so we are pleased to announce our solution in the latest 6.3 release.

ChemAxon’s Solubility Predictor is able to predict aqueous intrinsic solubility and pH-solubility profile for molecules. An example below shows the prediction results for the acebutolol molecule.

acebutolol_solubility

The performance of the intrinsic solubility predictor was measured using the R2 value for the training set (0.91). This is similar to the value in the references on which the implementation was based, showing good average performance of the predictor.

You can use Solubility Predictor as a plugin via the MarvinSketch GUI and as a calculation in cxcalc. It is also available in Instant JChem, JChem for Office Suite and as a Chemical Terms function. Using solubility functions via Chemical Terms from Instant JChem or JChem for Office is a nice way to perform filtering based on solubility that can be used in ADMET predictions.

For example if you want to filter a library of compounds based on solubility at pH = 7.4, you should use the following filter that is evaluated for each molecule in the library, and updated if a library is edited:


evaluate -e "logS('7.4') > 2.5" library.sdf

An other useful filter can be made based on how well soluble the compound is :


evaluate -e "logSCategory() == 'high'" library.sdf

If you would like to know more about ChemAxon’s Solubility Predictor, visit the product page or find details in the user guide.


4Responses to “Solubility prediction - ChemAxon's Solubility Predictor”

  1. curlysuh says:

    Hi Dániel and László,

    I like this plugin a lot but for my technical report, I would like to read some related articles. Are there any references for this plugin to read? Thanks.

    Cheers,
    Changwon

  2. curlysuh says:

    Hello Changwon again. I know these two but any other information?

    1. Hou, T. J.; Xia, K.; Zhang, W.; Xu, X. J. ADME Evaluation in Drug Discovery. 4. Prediction of Aqueous Solubility Based on Atom Contribuition Approach. J. Chem. Inf. Comput. Sci. 2004, 44, 266-275
    2. Shoghi, E.; Fuguet, E.; Bosch, E.; Rafols, C. Solubility-pH profiles of some acidic, basic and amphoteric drugs European Journal of Pharmaceutical Sciences 2013, 48, 291-300

  3. danielszisz says:

    Hi,

    You can find all the references in the following manual page of the Solubility Plugin:

    https://docs.chemaxon.com/display/CALCPLUGS/Solubility+Predictor

    I hope this helps.

    Daniel

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