Does the motherboard beep anything? Hook a motherboard speaker to the mb and listen does it give you beeps, If it doesnt beep anything, It would sound like PSU problem, otherwise id go with the graphics card. The hdd doesnt matter, you should be able to go to bios without a hdd at all. Fans...