The outcomes of the differential analysis showed that the expression levels of five key genes (SDHB, P4HA1, SERPINH1, VEGFA, and IL1A) in COAD samples from the GSE44861 dataset were highly statistically noteworthy in contrast to the control samples (P < 0.001). This evidence concerns the gene P4HA1 and colon adenocarcinoma.