FDALabel is a powerful database tool developed by NCTR/FDA to facilitate the regulatory application of drug labeling documents at the FDA. This tool manages a comprehensive collection of approximately 145,000 FDA SPL (Structured Product Labeling), which are electronic digital labeling containing crucial scientific information for the safe and effective use of FDA-regulated products. With web-based application and intuitive search functions, FDALabel enables users to perform full text searches or customize queries by combining labeling sections and subsections, document types, and more. The tool, hosted on Amazon Web Services (AWS), allows FDA viewers and the general public, including researchers, patients, pharmacists, doctors, and healthcare professionals, to quickly access drug information, including current FDA-regulated products such as prescription drugs, vaccines, and OTC drugs, as well as patient safety information. To illustrate the utility of the FDALabel database, we present case studies, including an investigation of Adverse Drug Reactions (ADRs) utilizing standard terminologies from the Medical Dictionary for Regulatory Activities (MedDRA). FDALabel supports FDA reviewers, including medical officers, pharmacologists, chemists, and toxicologists, in developing labeling and ensuring consistency across labeling, such as maintaining uniform descriptions of adverse reactions or warnings and precautions for drugs in the same drug class. Moreover, FDALabel serves as a valuable resource for regulatory agencies, policymakers, and others involved in decision-making processes. The database promotes transparent knowledge exchange among the public, pharmaceutical companies, and government regulatory agencies, ultimately enhancing drug safety. Leveraging modern technology, the FDALabel database opens up possibilities for novel uses of drug labeling information to support the FDA's mission of advancing drug safety and regulation. read more... read less