In a recent study posted to the medRxiv pre-print server, researchers demonstrated that two genes, GTPase, IMAP Family Member 7 (GIMAP7), and sphingosine-1-phosphate receptor 2 (S1PR2), have the potential to predict severe coronavirus disease 2019 (COVID-19) with ~90% accuracy.