Investigator, Asst Prof (M)
Clinical and Translational Epidemiology Unit,
Mass General Research Institute
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NON EMPLOYEE RESEARCH
Cardiovascular Research Center,
Massachusetts General Hospital
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PhD Johns Hopkins Bloomberg School of Public Health |
MB Hong Kong Baptist University |
MS Harvard T.H. Chan School of Public Health |
aging; cardiovascular diseases; multi-omics; somatic mutations; statistical genetics
My research predominantly involves computational modeling of human multi-omics (somatic and germline DNA mutations, single-cell and bulk RNA, and plasma proteins) data to examine the causes and mechanisms underlying cardiovascular and other age-related diseases. I have developed particular interests and expertise in clonal hematopoiesis (somatic mutation in the blood-forming system) and its interactions with germline omics and drugs. I am also exploring the development of human omics-based instruments utilizing statistical and machine-learning approaches. Throughout my research, I actively collaborate with researchers with other expertise, expanding the breadth and depth of my work. My goal is to contribute to an improved understanding of the mechanisms of age-related diseases and the development of potential therapeutic interventions using large-scale multi-omics data.