Mutations in MECP2 are associated with Rett syndrome, an X-linked neurodevelopmental disorder. To identify genes targeted by Mecp2, we sequenced 100 in vivo Mecp2-binding sites in mouse brain. Several sequences mapped to an imprinted gene cluster on chromosome 6, including Dlx5 and Dlx6, whose transcription was roughly two times greater in brains of Mecp2-null mice compared with those of wild-type mice. The maternally expressed gene DLX5 showed a loss of imprinting in lymphoblastoid cells from individuals with Rett syndrome. Because Dlx5 regulates production of enzymes that synthesize γ-aminobutyric acid (GABA), loss of imprinting of Dlx5 may alter GABAergic neuron activity in individuals with Rett syndrome. In mouse brain, Dlx5 imprinting was relaxed, yet Mecp2-mediated silent-chromatin structure existed at the Dlx5-Dlx6 locus in brains of wild-type, but not Mecp2-null, mice. Mecp2 targeted histone deacetylase 1 to a sharply defined, ∼1-kb region at the Dlx5-Dlx6 locus and promoted repressive histone methylation at Lys9 at this site. Chromatin immunoprecipitation–combined loop assays showed that Mecp2 mediated the silent chromatin–derived 11-kb chromatin loop at the Dlx5-Dlx6 locus. This loop was absent in chromatin of brains of Mecp2-null mice, and Dlx5-Dlx6 interacted with far distant sequences, forming distinct active chromatin–associated loops. These results show that formation of a silent-chromatin loop is a new mechanism underlying gene regulation by Mecp2.