There's no downside as you'll fit right in with much of the GOP leadership who excel at writing "strongly-worded letters" which they see as their "vital role" in defending our Republic against the Democrat/Communist Party onslaught.
He could just de-caucus from the Democrats without joining the GOP and have the same effect.