By modulating key regulatory pathways such as sirtuins, PGC-1α, IIS, PI3K/Akt, FOXO, and mTOR, IF can help prevent the premature aging associated with obesity. Here, SCGB1D4 is linked to obesity due to melanocortin 4 receptor deficiency.