By characterizing Treg-specific CHD8 knockout (KO) mouse models, we found that loss of CHD8 dampened Treg fitness, which was associated with genetic and epigenetic alterations, leading to early, fatal, effector T cell-mediated inflammation, offering an explanation for the immune disorders in autism. Here, CHD8 is linked to immune system disorder.