Moreover, the use of sparse partial least squares discriminant analysis (sPLS-DA) against LUAD tumor stage-to-stage interfaces within the AK4 co-expression network identified candidate genes that may contribute to LUAD tumor growth or regression. Here, AK4 is linked to neoplasm.