GNRH1 and breast cancer: However, a recent large sequencing study found no association of GnRH1 or GnRH receptor gene polymorphisms with breast cancer risk [44], contrary to the author's hypothesis that common, functional polymorphisms of GnRH1 and GnRHR could influence breast cancer risk by modifying hormone production.