Upgrading interconnects, where to start


A generic question on upgrading interconnects - should I start with the CD-player to pre-amp, or pre-amp to power-amp. Which of these two will give me the most sonic differences?
THanks for your insights
vinylmeister
What are you upgrading too? Many voodoo ultra high cost cables out there that don't make sense to me, but hey, not my cash.