The cross-immunoreactivity of β-HCG with LH triggers peripheral precocious puberty or gonadotropin-releasing hormone–independent precocious puberty, distinct from central precocious puberty and nonprogressive pubertal variants. Here, PLOD1 is linked to precocious puberty.