Used in the synthesis of pharmaceutical intermediates, particularly in antimalarial and anticancer agents. Its structure supports the development of kinase inhibitors due to the quinoline core’s affinity for enzyme active sites. Also employed in research for fluorescent probes, leveraging its nitrogen-containing aromatic system for detecting metal ions or biomolecules. Common in medicinal chemistry for structure-activity relationship (SAR) studies to optimize drug candidates.