PINK1 and Parkinson disease: Although we apply our integration method to PD data associated with PINK1 mutation, our framework is generic and versatile and could be used to investigate PD heterogeneity resulting from other PD-causing mutations to uncover genes and mechanisms common to various PD subtypes, potentially determining disease causality.