No, PHP,MYSQL,Apache. uninstall and install doesn't means re-install OS.
i Myself a beginner. and i install 5.3.8 too many times and uninstall it and re-install 5.2, 5.1 so far.
There is no issue with any PHP applications. but make sure you first remove it. and then install and proper configure.