Trophies are earned by winning matches. You earn a trophy for every point you score against your opponent but you'll lose a trophy for every point you lose.
For example, if you win 7-0, you'll earn 7 trophies but if you win 7-6, you'll only earn one trophy.
You don't lose trophies if you lose a match.