There is evidence suggesting that both noradrenaline and acetylcholine have key roles to play in attention. Guanfacine acts by increasing levels of noradrenaline, a substance in the brain which is closely linked with attention, both noradrenaline levels and attentional performance have been shown to be reduced in Alzheimer's Disease.