It can also get there if it involves federal law.If there is a constitutional infringement, it can go there. But there appear to be no constitutional issues involved at all.
I can see an argument where you say the underlying crime involves federal election law.
I don't think it is a strong argument, but SCOTUS is more than willing these days to find bullshit excuses to exercise their power.