Some cancers may have links to hypothyroidism. For example, according to a 2015 review, a large tumor on the pituitary gland may affect how much TSH the gland can produce, which may, in turn, reduce thyroid hormone levels.
Other types of cancer, such as papillary thyroid cancer, may also lead to the development of hypothyroidism.