On my Toshiba Satellite C55-A5281, the BIOS does not list the CD/DVD as a possible boot device. (The CD / DVD drive works fine).
Under Advanced - System Configuration in the BIOS, I noticed that the Boot Mode was grayed out and set on [UEFI Boot]. But not sure if this would have even helped...