In conclusion, plasma MMP1 might be used as a non-invasive protein biomarker to assist in the detection of ESCC among subjects who consume alcoholic beverage, cigarette or betel quids. The gene discussed is MMP1; the disease is esophageal squamous cell carcinoma.