In our study, when the child with FMPP was 3.1 years old, the GnRH stimulation test revealed a peak LH of 2.66 IU/L and FSH of 1.03 IU/L, inconsistent with the diagnostic criteria for central precocious puberty. The gene discussed is PLOD1; the disease is precocious puberty.