In this first-ever study of associations between traumatic stress and a gene critically responsible for tight junction integrity of the BBB, we found evidence for cross-sectional associations between trauma exposure, PTSD, and CLDN5 DNAm and between CLDN5 DNAm and markers of neuropathology. Here, CLDN5 is linked to post-traumatic stress disorder.