Linked to liver cancer: Peanuts actually grow underground, where they acquire a pervasive fungus called Aspergillus, a source of aflatoxins, which are toxic and highly carcinogenic. Some studies concluded that too much aflatoxin exposure is linked to developing liver cancer.