Police say Lopez was watching Jeremy Silva of Tyler while the child's mother worked, then called one of her relatives to say the boy wasn't breathing. Investigators say Lopez left the boy with the relative and fled.
Autopsy results show the toddler died from blunt force trauma.
Dallas police last December tried to arrest a man, believed to be Lopez, at a hotel but he ran away.