WP Supercache sometimes conflites with some plugins/wp features when debug mode was enabled.
It’s a WP Supercache limitation: the WP Supercache debug mode doesn’t work with feeds.
Try to disable the WP SuperCache Debug. It worked for me.
In wp-admin/options-general.php?page=wpsupercache&tab=debug, disable the Debugging enable checkbox.
