That doesn't make my previous statement any less true.
Also, I'd suggest focusing on the wider picture. Price gouging on a single drug may have a minimal impact, but there have been numerous cases of drug companies artificially hiking prices of their products, which does make a substantial difference. There are numerous studies into this if you're interested.