We welcome a new module to the ProtoPRED server: ProtoNANO.

The ProtoNANO module includes nanoQSAR models, i.e. QSAR models adapted to their use in inorganic nanomaterials. Several endpoints are already available including cytotoxicity of metal oxides in bacteria, cytotoxicity of quantum dots in healthy and tumoral human cells and relevant physicochemical properties such as the partition coefficient and the Zeta potential. Note that due to the particularities of nanomaterials, nanoQSAR models required additional input, such as experimental values for the size.

We have updated the information provided with your prediction. A summary table has been added to check multiple-endpoint predictions in a single table. Also, additional columns have been included both in the web and excel version for some regression models regression models, such as commonly used units (if different than the model unit) and the value without units (to facilitate automatization of the analysis).

Performance and appareance has been improved by fixing minor bugs and enhancing the design. Minor typos have been corrected.