 He says the cause of cleft lip and cleft palate aren't fully known, but there are a variety of risk factors, including smoking or drinking alcohol during pregnancy, having diabetes before pregnancy, certain medications in the first trimester, obesity, and certain infections during pregnancy. One thing that we know for certain is that a family history of cleft is certainly a risk for subsequent generations. Having cleft and cleft lip and palate can often run in a family.