Yes.
Your in-app subscriptions attached with that card will be disturbed. And, an app developer would be unable to refund money if you've purchased that app using that card (but, this is solved by contacting Google support).
But, you'll not looselose any purchased appapps. Even pending purchases will not be affected if you attach a new card with the account. Otherwise, it'd be cancelled.