Why do I sometimes lose trophies after coming second in a race?

With the current trophy system, it is possible to lose trophies after finishing in second place.

If you're beaten by another racer with fewer trophies than you, you'll either receive zero trophies or lose some as a penalty. You can always check out the number of trophies of other racers you're competing with at the start of each match.