BMP1 and central precocious puberty: For CPP diagnosis, BMP1 alone achieved an AUC of 0.692 with 76.0% sensitivity and 61.82% specificity, while the BMP1/IGF-1 combination showed superior performance (AUC = 0.832, sensitivity 84.78%, specificity 72.73%).