Alternative splicing is an essential process to form mature mRNA by splicing introns from immature mRNA while keeping extrons. The abnormal alternative splicing plays an important role in the incidence and development of various diseases. This paper reviewed research progresses of mechanisms of incidence and regulation, and functions of alternative splicing, as well as the relationship between alternative splicing and diseases.