To have a better insight into the role of GNAS gene in PMP, we systemically reviewed the biological background of GNAS, current studies concerning the variant feature of GNAS, the impacts of GNAS mutations on mucin expression, tumor cell proliferation, and clinical–pathological characteristics and prognosis. This evidence concerns the gene GNAS and neoplasm.