The primary gas used for respiration in aerobic organisms is oxygen. Oxygen is essential because it acts as the final electron acceptor in the electron transport chain during cellular respiration. This process enables cells to efficiently convert the chemical energy stored in nutrients, primarily glucose, into ATP. Without oxygen, aerobic respiration cannot occur, leading to significantly reduced energy production and, consequently, impaired cellular functions.