FWIW, this is a common paradigm taught by instructors of meditation. That is, thoughts in general are transient and not something to necessarily identify as "me" nor to assign undue importance. Notice thoughts come and go and return to the breath.

I am not qualified to suggest that meditation is beneficial specifically for depression, but I think there is sufficient evidence to advise the practice in general.