The article presents a study on large-scale application of the phenome-wide association study (PheWAS) paradigm within electronic medical records fro exploring the relationship between targeted genotypes and multiple phenotypes. The topics discussed include associations between single-nucleotide polymorphisms, skin phenotypes of actinic keratosis and pleiotropy revealed by PheWAS analysis.