Aleve is an NSAID. Studies show that taking NSAIDs during pregnancy can increase the risk of miscarriage. NSAIDs like naproxen reduce prostaglandins in the body. Low prostaglandins can prevent an embryo from implanting in the uterus, causing a miscarriage. Thus Aleve is not recommended for use in women during pregnancy.