For assessment of whether non-HDL-associated lipids were accumulating in the kidney in the setting of DKD, renal biopsy specimens were obtained and stained for APOB and the intracellular lipid droplet protein perilipin 2. Here, PLIN2 is linked to diabetic kidney disease.