HLB Predictor

    This manual gives you a walk-through on how to use the HLB Predictor:


    The hydrophilic-lipophilic balance number (HLB number) measures the degree of a molecule being hydrophilic or lipophilic. This number is calculated based on identifying various hydrophil and liphophil regions in the molecule. This number is a commonly used descriptor in any workflow in which lipid based delivery can be an option (e.g. lipid-based drug delivery, cosmetics).

    The HLB Predictor is a general tool for predicting the HLB number. It can predict the HLB number based on the Davies or the Griffin method.

    {info} About the HLB system

    It is important to distinguish between the HLB value (or number) of a molecule and the so called required HLB. The HLB value is what the HLB Predictor calculates and it is a logP-like property indicating the lipophilicity and water solubility of the compound. The required HLB is an experimental value, characteristic to the compound used in (O/W) emulsions.

    For detailed description of the HLB system, see the attached public presentation.

    The accuracy of the HLB Predictor was measured using a test set of 26 molecules with available measured HLB values. The experimental molecules and their measured HLB values were taken from the reference articles.

    The plot below shows how the predictor performed on this test set. The calculated R2 is 0.79.


    Fig. 1 Plot showing the accuracy of the HLB Predictor on a test set of 26 molecules


    The HLB Predictor is integrated in various ChemAxon products.


    The HLB Predictor is available as a plugin in MarvinSketch. It can be found under Calculations > Partitioning > HLB . The plugin has the following methods for calculation:

    • ChemAxon : this is a consensus method based on the other two methods with optimal weights (default)

    • Davies : this is an extended version of the Davies method

    • Griffin : this is an extended version of the Griffin method


    Fig. 2 The HLB Options window showing the available calculation methods

    The calculation result appears in a separate pop-up window with the input molecule.


    Fig. 3 The result window with the predicted HLB value and the input molecule


    To use the HLB Predictor from the cxcalc command line tool, use the following syntax:

    cxcalc [general options] [input files/strings] hlb [hlb options] [input files/strings]

    The following options are available for the HLB predictor:

    -h, --help       this help message
    -p, --precision  <floating point precision as number of
                     fractional digits: 0-8 or inf> (default: 2)
    -m, --method     [chemaxon|davies|griffin]
                     (default: chemaxon)

    Here are some examples of how to use the HLB Predictor via cxcalc:

    • Calculating the HLB number for an input molecule stored in SD format using the default method:

       cxcalc hlb test.sdf
    • Calculating the HLB number for an input molecule stored in SMILES using the Griffin method with 3 digit precision:

      cxcalc hlb -m griffin -p 3 test.smiles

    Chemical Terms

    The HLB prediction functionality is also available in the Chemical Terms language via the hlb() function. The function has one parameter, the name of the method. If no parameter is given, the calculation runs with the default method.

    Here is an example of how to calculate the HLB number via the Chemical Terms language:

    evaluate -e "hlb('davies')" test.sdf


    The HLB Predictor is also available as a ChemAxon KNIME node. You can see the KNIME node Options panel with the same options as in MarvinSketch below.


    Fig. 4 HLB Options panel in KNIME


    The HLB Plugin with usage examples can be found here.


    1. Davies, J.T. A quantitative kinetic theory of emulsion type, I. Physical chemistry of the emulsifying agent Gas/Liquid and Liquid/Liquid Interface (Proceedings of the International Congress of Surface Activity), 1957 , 426–38

    2. Griffin, W. C. Calculation of HLB Values of Non-Ionic Surfactants , Journal of the Society of Cosmetic Chemists, 1954 , 5 (4), 249-56