At birth, 13 probes located in SKI, ZNF544, ST3GAL3, and PEX2 were associated with ADHD trajectories from age 7 to 15 years, but the methylation status of these probes at age 7 was not associated with ADHD cross-sectionally. Here, ZNF544 is linked to attention deficit-hyperactivity disorder.