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David Z

David Zweibaum

Scholar Type:

NIH Cambridge Scholar

Entry Year: 2026
Degrees:

B.S., University of Pittsburgh, 2020
M.P.S., University of Maryland, Baltimore County, 2026

Mentors:

Dr. Richard Scheuermann (NLM) and 
Prof. Menna Clatworthy (Cambridge)

Research Interest:

Bioinformatics, Translational Science, Disease Risk and Resilience

Following his graduation from the University of Pittsburgh, David joined Supernus Pharmaceuticals as a preclinical researcher working to populate a biomedical ontology designed to support drug discovery, repurposing, and comparison in the neuropsychiatric disease space. Subsequently, David joined the Human Statistical Genetics Unit at the National Institute on Aging as a post-baccalaureate fellow under Dr. Jun Ding and Dr. Luigi Ferrucci. Here, he investigated the relationship between mitochondrial genomics and dementia-related phenotypes, including dementia risk, cognitive function, and brain iron deposition, as well as proteomic contributors to dementia pathogenesis. After his post-baccalaureate fellowship, he joined the Center for Alzheimer’s and Related Dementias as a Master’s Fellow. While completing his Master’s, he developed bioinformatic tools tailored for the mitochondrial genome, including both traditional statistical methods and machine learning models. He also applied these tools to investigate age-related phenotypes in large population-level datasets. In his doctoral research, David plans to leverage the National Library of Medicine’s Cell Knowledge Network in tandem with multi-omic computational integration to formulate and investigate experimentally tractable hypotheses about human disease. He will then investigate these hypotheses in translational models, bridging computational discovery and experimental validation. 

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