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Although its not fully understood, several factors appear to be at play: 1

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For example, a systematic review analyzing various dietary patterns and cognitive functions showed that increased carbohydrate intake (such as sugars) is linked to a decline in overall cognitive performance, while saturated fats were associated with reduced memory and learning

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Studied in models involving neurotrophic signaling, cognitive pathway activity, and central nervous system research