She is interested in the structure and function of gene regulatory networks in healthy and diseased tissues. To this end, she develops analytical approaches for the integration and interpretation of multi-dimensional genomic data, with an emphasis on single-cell RNA-sequencing (scRNA-seq) data. She applies these approaches to a variety of biologically and clinically relevant questions that are best addressed at single-cell resolution.