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Harnessing Heterogeneity in Human Gut Microbiome Data

Creator:

Tataru, Christine

Abstract:

The focus of this thesis is to design, characterize, and apply novel computational methods and molecular systems to interrogate heterogeneous human gut microbiome-related phenomena. In Chapter 2, I design, implement, and characterize a method for embedding co-occurrence patterns derived from massive 16s amplicon datasets. I use this method to 1....

Resource Type:

Dissertation

Full Text:

represent single entities (words) as vectors that have semantic meaning, and clustering in embed- ding
Western Diet-Induced Nonalcoholic Steatohepatitis (NASH): The Impact of Time on the Onset and Remission of Disease

Creator:

Spooner, Melinda H.

Abstract:

Nonalcoholic fatty liver disease (NAFLD) is characterized by an accumulation of neutral lipids in the form of triglycerides and cholesterol esters accounting for >5% of liver weight. Excess neutral lipids accumulate in large lipid droplets, i.e., macrosteatosis, displacing the nucleus of cells. Current theory suggests neutral lipid accumulation is the...

Resource Type:

Dissertation