Comment by ZeroGravitas

Gerrymandering can give you control of state level offices that then let you affect federal elections by say closing voting locations where you think mostly the opposition will vote or kicking people with ethnic names of voting lists at the last minute.

So there's not a direct effect on Presidential elections but there's a second order effect.