PAPPA and infection: This study shows that serum levels of the hypoxia marker IMA and of the metalloproteinase PAPP-A increase during the early stages of SARS-CoV-2 infection, providing clues that help to clarify the molecular mechanisms that underlie the pathophysiology of the infection.