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Less oxygen, caused by lack of iron, wakes up the sympathetic nervous system, which activates what is often termed the fight or flight response, according to ScienceDaily. When you add heart palpitations to this symptom, you feel anxious and restless. Also, lack of oxygen, including to the brain, as a result of anemia will slow cognition.