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Because moving all that fat around takes a lot of energy, which quickly drains the oxygen supply in the blood. Which cannot only be replenished so quickly.
Even at rest a fat person cardiovascular system needs to work much harder to just keep blood moving through their much larger body. The human body was just not meant to be American fat.