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Brain and stomach are the main organs involved. More organs could be involved.

Hypothalmus in the brain is responsible for recognition and regulation of hunger.

The Harmone Ghrelin is produced by Stomach that tells the brain that the person is hungry.

Endocannabinoid system is the bridge between the organs of the body and the mind. It does not contain body organs. It is present in all organs.