Synonyms for By the way:

adv.

in connection with (adverb)
incidentally, by the bye.

adv

by chance (adverb)
incidentally.

n.

by the way (noun)
incidentally, by the bye.

Other synonyms:

adv
by the bye.
Other relevant words:
incidentally.