Analysis of upstream pathway activity revealed that estrogen, TNF-α, MAPK/ERK, and PI3K/Akt are pertinent to the hormonal and immunological responses associated with menstrual illnesses such as endometriosis, polycystic ovarian syndrome (PCOS), and menorrhagia. This evidence concerns the gene TNF and polycystic ovary syndrome.