In the present study, we envisaged codon bias, its correlation with various molecular features of transcripts, expression profile, preferred and rare codons, codon pairs, and codon context for the genes APP, Cyclin D, and Cyclin E, which are up-regulated, and PTPA, which is down-regulated in both cancer and neurodegeneration. Here, APP is linked to cancer.