IL22 and psoriasis: Finally, to explore the gene expression profile of IL17A, IL22, and IL23A in relation to other genes expressed in psoriatic plaques, we utilized a machine learning nonlinear dimensionality reduction strategy to visualize the entire psoriasis transcriptome as a 2-dimensional (2D) image.