Sample size ranged from <10022, 29, 31 to >3000.25 The proportion of patients classified as insulin deficient (based on the reported C-peptide cut-off in each paper) also varied (median (range) 40% (7–69%)), reflecting differing inclusion criteria across studies altering the proportions with different forms of diabetes across the studies. Here, INS is linked to diabetes mellitus.