Utilizing single nucleus/spatial transcriptomics analyses of human leukoplakia and normal oral mucosal tissues, we further unveil the communication between epithelial cells and fibroblasts through chemo‐mechanical signals, such as collagen and TGF‐β signaling, during precancerous conditions. This evidence concerns the gene TGFB1 and leukoplakia.