Yes, but know this.
RCA is the types of plugs on the ends of the interconnect, not an interconnect type. So, in essence, both cables you're referring to can be called "RCA cables". The more accurate question would have been "Can I use a component video interconnect for an audio interconnect?"
A lot of people don't know this. Now, you can consider yourself one of the more erudite audio aficionados.