No he won't. Accelerator is a freak who blocks out sunlight because it is "harmful" to his skin, all while walking on the ground and not repelling his clothes. He can probably filter any harmful matter in the air, and if there is simply no oxygen to breath in, he can just fly up faster than the speed of sound, take a breath, and fly away to grab a burger.