The exact cause of ICP remains unclear, but it is believed to involve a combination of genetic, hormonal, and environmental factors. Pregnant women with a family history of ICP or those carrying multiple pregnancies may be at a higher risk. Hormonal changes during pregnancy, particularly elevated levels of estrogen, are thought to play a significant role in the development of this condition.