Integration of multiview microbiome data for deciphering microbiome-metabolome-disease pathways [PDF]
arXivThe intricate interplay between host organisms and their gut microbiota has catalyzed research into the microbiome's role in disease, shedding light on novel aspects of disease pathogenesis. However, the mechanisms through which the microbiome exerts its influence on disease remain largely unclear.
arxiv
Integrating citizen science with online learning to ask better questions [PDF]
arXiv, 2016 Online learners spend millions of hours per year testing their new skills on assignments with known answers. This paper explores whether framing research questions as assignments with unknown answers helps learners generate novel, useful, and difficult-to-find knowledge while increasing their motivation by contributing to a larger goal.
arxiv
Graph Neural Networks for Gut Microbiome Metaomic data: A preliminary work [PDF]
arXivThe gut microbiome, crucial for human health, presents challenges in analyzing its complex metaomic data due to high dimensionality and sparsity. Traditional methods struggle to capture its intricate relationships. We investigate graph neural networks (GNNs) for this task, aiming to derive meaningful representations of individual gut microbiomes ...
arxiv
Microbial correlation: a semi-parametric model for investigating microbial co-metabolism [PDF]
arXivThe gut microbiome plays a crucial role in human health, yet the mechanisms underlying host-microbiome interactions remain unclear, limiting its translational potential. Recent microbiome multiomics studies, particularly paired microbiome-metabolome studies (PM2S), provide valuable insights into gut metabolism as a key mediator of these interactions ...
arxiv
Metatranscriptomics of the human gut microbiome [PDF]
, 2011 Thomas Sichertz Pontén
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The Macaque Gut Microbiome in Health, Lentiviral Infection, and Chronic Enterocolitis
, 2008 Philip M. McKenna +9 more
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Collateral effects of antibiotics on mammalian gut microbiomes [PDF]
, 2012 Torey Looft, Heather K. Allen
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Stabilization of the murine gut microbiome following weaning [PDF]
, 2012 Patrick D. Schloss +5 more
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Consumption of different soymilk formulations differentially affects the gut microbiomes of overweight and obese men [PDF]
, 2012 Dina Fernandez-Raudales +6 more
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