Our study strongly suggests that GDF11 signaling is dysregulated in more than one neurodevelopmental disorder (RTT, MDS, and GDF11 haploinsufficiency) and modifies MeCP2-driven abnormal behaviors. Here, MECP2 is linked to neurodevelopmental disorder.