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1. Headache as a single entity, is mainly driven by neuron changes, not by vascular changes. 2. Headache and other psychological traits (such as neuroticism, depression, etc) share common genetic components. 3. Our GWAS confirmed 14 previously reported loci for migraine and identified 14 new loci for headache as a single entity.