For diseases that encompass autoimmunity, CODEX has been used to spatially map the immune, stromal, and epithelial cell types involved in ulcerative colitis and has identified a cellular neighborhood that did not resolve after treatment with TNFa inhibitors. Here, TNF is linked to Autoimmunity.