Not only does the key of C use primarily certain notes, it also places emphasis on a subset of those notes. Musical phrases (a sequence of notes that form a musical "sentence") will tend to start or end with one of the main notes--especially the root of the key (it's name).

Of course much of the best music ignores many of the rules, but you have to know when to do so to make them sound good usually...