Stool fibrinogen, MMP-9, hemoglobin, MMP-8, and PGRP-S were the top 5 stool proteins with the highest accuracy for distinguishing advanced adenoma from HC, with stool fibrinogen topping the list with a receiver operating characteristic area under the curve value of 0.86. This evidence concerns the gene MMP9 and adenoma.