Our results indicate that suPAR’s strong associations with chronic kidney disease may be related to a suPAR-associated missense variant in the gene PLA2R1, and that variants in many genes related to glycosylation and glycoprotein biosynthesis pathways affect suPAR levels. Here, PLA2R1 is linked to chronic kidney disease.