In our research, conducted with a large patient cohort, we identified a cut-off value for the peak LH/peak FSH ratio, a critical marker in the assessment and diagnosis of precocious puberty, providing valuable additional insights to complement previous studies. Here, PLOD1 is linked to precocious puberty.