Research focuses on epigenome-wide analyses and bioinformatic modeling to map cell-specific mechanisms in autoimmune disease. Uses DNA methylation profiling, statistical deconvolution and machine learning to discover blood-based biomarkers, stratify severity, and assess treatment response.