Yes, it's PC's fault.
One, we don't know what the audible actually was. Two, even if an audible was called at the line to change a hot route or something, PC still called the same formation four straight plays into the heart of a defense that had already adjusted after 1st down.
The concepts on those plays were dumb and predictable. Communication issues are on the offensive coordinator. The buck stops with him.