CYP4B1, CYP4F12, and CYP4F3 gene expression levels were found to correlate with ESR1; then, a tumor versus normal tissue analysis and an overall survival evaluation in several types of cancer were conducted. This evidence concerns the gene CYP4B1 and cancer.