Try the Materials Informatics Toolkit, which is designed to easily handle SMILES data. This and other helpful add-ins are available in the JMP® Marketplace
Testing for Cholesterol can be expensive and time consuming. Here is an example of where we use weight as a useful indicator of Cholesterol to predict test results using the Prediction Profiler in JMP.