ShinyTPs is used through R by downloading the package available on GitLab. The first step is to read in a file containing the names, CIDs, and SMILES of the compounds of interest, which will create a list of tables that are used inside the app. The app is then launched with a separate function from the ShinyTPs package. Full instructions with code examples and detailed screenshots are available in the app documentation found on the GitLab repository. The ShinyTPs user interface consists of an "About" page and three main tabs: "PubChem Transformations", "Transformation reaction curation", and "Adding missing entries". The "PubChem Transformations" tab (screenshots available in the documentation) allow viewing and filtering of the reactions that are already available in the PubChem Transformations library, while the remaining two tabs handle the curation. "Transformation reaction curation" is used to select and save the reactions obtained from the LeadMine text mining. It displays the structures of the input compound and chemical name found in the Metabolism and Metabolites text as well as the original text from HSDB. This facilitates determining whether the text-mined chemical name is a TP or parent of the input compound. Each reaction is then saved in a table in the app, which can be downloaded at the end. It is also possible to include information about the biosystem, enzyme and transformation type (e.g., hydroxylation) for the reactions if this is found in the text.