The relationship between measured levels of circulating methylated BCAT1 or IKZF1 DNA in plasma and cancer stage was modeled to estimate the likelihood of cancer, given a methylated BCAT1 or IKZF1 DNA mass estimate per triplicate assay. The gene discussed is IKZF1; the disease is cancer.