for each gene involved in the gene expression profiles, we regard the mean of its c expression values obtained at the same time points in each of the c cycle as the final expression value of this gene. In this way, we can obtain a new expression matrix EXP_new with the size of m nc. Based on this new expression matrix, the procedure of constructing dynamic PPI network is described as follows: