Temporal omics analysis in Syrian hamsters unravel cellular effector responses to moderate COVID-19
Sign Up to like & getrecommendations! Published in 2021 at "Nature Communications"
DOI: 10.1038/s41467-021-25030-7
Abstract: In COVID-19, immune responses are key in determining disease severity. However, cellular mechanisms at the onset of inflammatory lung injury in SARS-CoV-2 infection, particularly involving endothelial cells, remain ill-defined. Using Syrian hamsters as a model… read more here.
Keywords: analysis; infection; moderate covid; syrian hamsters ... See more keywords
The Biological Hierarchy, Time, and Temporal 'Omics in Evolutionary Biology: A Perspective.
Sign Up to like & getrecommendations! Published in 2022 at "Integrative and comparative biology"
DOI: 10.1093/icb/icac138
Abstract: Sequencing data-genomics, transcriptomics, epigenomics, proteomics, and metabolomics-have revolutionized biological research, enabling a more detailed study of processes, ranging from subcellular to evolutionary, that drive biological organization. These processes, collectively, are responsible for generating patterns of… read more here.
Keywords: evolutionary biology; biological hierarchy; phenotypic variation; temporal omics ... See more keywords
Dynamic Graph Neural Network Learning for Temporal Omics Data Prediction
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3218027
Abstract: High-throughput studies of biological systems are rapidly generating a wealth of ‘omics’-scale data. Many of these studies are temporal collecting proteomics and genomics data capturing dynamic observations. While temporal omics data are essential to unravel… read more here.
Keywords: network; imputation forecasting; data prediction; temporal omics ... See more keywords