LGALS4 and colorectal carcinoma: Using bulk and single cell RNA sequencing, we identified 17 genes (e.g., KIAA1199, CDH3, GUCA2B, LGALS4, CA7, NR3C2, ABCG2, AQP8, etc.)including several metabolic genes (HSD11B2, NR3C2, ABCG2, CA7) associated with CRC pathophysiology.