As serum progranulin levels are elevated in individuals with kidney disease in this (Fig 1 and S1 Fig) and other studies [22, 23], we repeated our analyses excluding individuals with kidney disease; serum progranulin levels remained positively associated with frailty as determined by the FRAIL scale (P = 0.031) (S1 Table). This evidence concerns the gene GRN and kidney disorder.