Name: Arthur Patrick McDeed
Title: PhD Candidate | Department of Biostatistics, Bioinformatic, & Biomathematics,
Georgetown University
Email: apm116@georgetown.edu
TL1 Research Topic: Novel statistical methods for the analysis of methylated cfDNA in serial liquid biopsy samples
Mentor(s): Jaeil Ahn, PhD, Ming Tan, PhD, Anton Wellstein, MD/PhD (Georgetown University)
Bio: I am an PhD candidate in the Department of Biostatistics, Bioinformatic, & Biomathematics at Georgetown University. My research interests, broadly, are in the application and development of innovative statistical methods for the analysis of longitudinal biomarker data to better understand the complex nature of human health and disease. My current research sits right at the forefront of this exciting, rapidly evolving area. In working with collaborators in the Wellstein-Riegel Lab at Georgetown University, I have identified the immense need for novel statistical methods for the analysis of cell-free DNA in liquid biopsy samples to fully realize the potential and clinical impacts of this approach. Specifically, my PhD research aims to decode the cellular origins of cell-free DNA (cfDNA), over time, utilizing cell-type specific methylation patterns. Tracking compositional changes of cfDNA fragments in circulation can reveal altered cellular contributions reflective of dynamic changes indicative of disease state, tissue specific damage, and of particular interest, treatment related adverse events in immunotherapy patients. The longitudinal and compositional nature of these data presents unique statistical challenges, requiring a novel approach that integrates biostatistical theory, systems biology, and bioinformatics, with the proper design and analysis of clinical and translational studies, requiring transdisciplinary collaboration to produce clinically relevant results.