Over 100 orphan G protein-coupled receptors (GPCRs) are yet to be paired with their endogenous ligand. As such, they represent a vast untapped resource for drug discovery. Therefore, identifying ligands for these orphan receptors is crucial for the exploration of their physiological and pharmacological relevance. One such orphan is GPR37L1, a potential mediator of cardiovascular homeostasis. In this thesis, GPR37L1 was found to be predominantly a constitutively active Gαs-coupled receptor and that metalloprotease cleavage of GPR37L1’s N-terminus regulated its signalling capabilities. This thesis also introduced GPCR-CoINPocket, a new method for orphan receptor ligand discovery. GPCR-CoINPocket (Contact-Informed Neighbouring Pocket) was firs...