We found that metformin protected against loss of the TJ proteins occludin and ZO‐1, decreases in TEER, FD4 hyperpermeability and bacterial translocation in Caco‐2 cell monolayers or in DSS‐induced colitis mice. Here, TJP1 is linked to colitis.