All the different types of cells in the hematopoietic system contain identical copies of the genome and yet fulfill distinct roles in immunity. These unique cell identities emerges from differential expression of the genes in the underlying regulatory networks. Cis-regulatory elements -- including promoters, enhancers, insulators, etc -- are critical for the fine-tuning of transcription factors that activate or repress genes. Analysis of chromatin state can reveal the genomic location, activity, and binding of these regulatory regions (see "Background on Gene Regulation" below). By reconstructing the regulatory networks, we can better understand the balance of 'nature' (how its identity is programmed through development) and nurture (how it responds to its environment) in defining a cell's role in the immune system. With recent advances in experimental technology and computational analysis of the resulting 'big data', we aim to apply chromatin analysis to answering immunological questions on environmental response, immune interactions, and hematopoiesis. The results will prove vital to the next generation of medicine that targets the specific fault in gene regulation that is responsible for the disease in order to achieve an effective and precise treatment. Using rheumatic disease -- such as rheumatoid arthritis, systemic sclerosis/scleroderma, and lupus -- as a model, we are mapping the gene regulatory networks of macrophages in order to understand their role and function. This work will provide a better understanding of how macrophages are perturbed in these autoimmune diseases and may offer more effective targets for treatment.
For more information about specific work see Featured Project (Transcriptional Profiling of Synovial Macrophages using Minimally Invasive Ultrasound-Guided Synovial Biopsies in Rheumatoid Arthritis) or Archived Projects for other past work.
Functional Genomics is a broad field attempting to understand how genes are regulated to specify cell identity and function. Epigenomic modifications -- including DNA methylation, histone modifications, and chromatin structure -- play an important role in the regulation of gene expression, particularly at the transcriptional levels.
Nucleosomes, the basic unit of chromatin, consist of ~147 bases of DNA wrapped around the histone octamer and cover the majority of the human genome. The precise positioning of nucleosomes control the access of Transcription Factors (TFs), DNA-binding proteins, to the underlying DNA. Regulatory regions, such as promoters and enhancers, are typically found in nucleosome-depleted open chromatin sites. These regions may also be marked by modifications -- such as methylation, acetylation or ubiquitination -- to amino acids on the histone protein. Specific histone modifications have been shown to correlate with the function and activity of particular regions. On a larger scale, the 3D organization of chromatin within the nucleus controls expression through compaction, spatial positioning, and long range interactions. The epigenomic state of a cell can be thought of as the circuit board that controls the programming of gene expression. My research focuses on analyzing transcriptional and epigenomic data to model the gene regulatory networks that underly macrophages in health and disease.
Read my reviews for more information on epigenomic profiling in immunology and functional genomics in rheumatology.
See CV for full list of Publications.