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When you’re tired because of sleep deprivation, the levels of leptin — which suppresses appetite and stimulates energy expenditure — are altered, Malkoff-Cohen says. Lower levels mean bigger appetite. The regulation of leptin, released by the fat cells, is dependent on sleep duration, according to MedScape.