By treating f-Hb value as ordinal data, a quantile-based survival method has been performed to estimate covariate-adjusted median value and other percentiles by three levels of colorectal neoplasm, non-advanced adenoma, advanced adenoma, and colorectal cancer. This evidence concerns the gene GSTM1 and adenoma.