I couldn't go on the trip because of illness.

Literal

Illness [blame-のせいで] I [topic-は] trip [to-に] couldn't-go.

Uses のせいで instead of のため, adding a tone of blame or frustration — the speaker resents being kept from the trip. 旅行に行けなかった is the potential negative of 行く.