A major challenge in biotechnology and biomanufacturing is the identification of a set of biomarkers for perturbations and metabolites of interest. Here, we develop a data-driven, transcriptome-wide approach to rank perturbation-inducible genes from time-series RNA sequencing data for the discovery...
HDF5 file containing 10,000 hydraulic transmissivity inputs and the corresponding hydraulic pressure field outputs for a two-dimensional saturated flow model of the Hanford Site. The inputs are generated by sampling a 1,000-dimensional Kosambi-Karhunen-Loève (KKL) model of the transmissivity field...
Human infections caused by viral pathogens trigger a complex gamut of host responses that limit disease, resolve infection, generate immunity, and contribute to severe disease or death. Here, we present experimental methods and multi-omics data capture approaches representing the global host...
Last updated on 2024-02-11T22:41:43+00:00 by LN Anderson Omics-LHV Profiling of Host Response to West Nile Virus Infection Background West Nile virus ( WNV ) belongs to the mosquito-borne Flaviviridae family and is classified as a Category A priority pathogen by the National Institute of Allergy and...
Last updated on 2024-02-11T22:41:43+00:00 by LN Anderson PNNL DataHub NIAID Program Project: Modeling Host Responses to Understand Severe Human Virus Infections, Multi-Omic Viral Dataset Catalog Collection Background The National Institute of Allergy and Infectious Diseases (NIAID) "Modeling Host...
Machine learning is a core technology that is rapidly advancing within type 1 diabetes (T1D) research. Our Human Islet Research Network (HIRN) grant is studying early cellular response initiating β cell stress in T1D through the generation of heterogenous low- and high-throughput molecular...
The Environmental Determinants of Diabetes in the Young (TEDDY) study is searching for factors influencing the development of type 1 diabetes (T1D) in children. Research has shown that there are certain genes that correlate to higher risk of developing T1D, but not all children with these genes...
The Diabetes Autoimmunity Study in the Young (DAISY) seeks to find environmental factors that can trigger the development of type 1 diabetes (T1D) in children. DAISY follows children with high-risk of developing T1D based on family history or genetic markers. Genes, diets, infections, and...
Last updated on 2024-02-11T22:41:43+00:00 by LN Anderson West Nile Virus Experiment WCB001 The purpose of this experiment was to evaluate the host response to West Nile virus (strain WNV-NY99) wild-type clone 382 and mutant 382-E218A 2 nt virus infection. Sample data was obtained from mouse (strain...
Last updated on 2024-02-11T22:41:43+00:00 by LN Anderson West Nile Virus Experiment WCT001 The purpose of this experiment was to evaluate the host responseto West Nile virus (WNV-NY99) wild-type (strain 382) and mutant 382-E218A 2 nt virus infection. Sample data was obtained from mouse (strain C57BL...
Last updated on 2024-02-11T22:41:43+00:00 by LN Anderson West Nile Virus Experiment WCN002 The purpose of this experiment was to evaluate the host response to West Nile virus (strain WNV-NY99) wild-type clone 382 and mutant 382-E218A virus infection. Sample data was obtained from mouse (strain C57BL...
Last updated on 2024-02-11T22:41:43+00:00 by LN Anderson West Nile Virus Experiment WCN003 The purpose of this experiment was to evaluate the host response to West Nile virus (strain WNV-NY99) wild-type clone 382 and mutant 382-E218A virus infection. Sample data was obtained from mouse (strain C57BL...
Last updated on 2024-02-11T22:41:43+00:00 by LN Anderson West Nile Virus Experiment WDC010 The purpose of this experiment was to evaluate the host response to West Nile virus (strain WNV-NY99) wild-type clone 382 and mutant 382-E218A virus infection. Sample data was obtained from primary mouse...
Omics Lethal Human Virus, SARS-CoV Experiment SM001 New uploads pending The purpose of this experiment was to evaluate the human host response to Severe Acute Respiratory Syndrome coronavirus (SARS-CoV) wild-type virus. Sample data was obtained for 20 week-old C57BL/6J mouse lung tissue infected...
Last updated on 2024-02-11T22:41:43+00:00 by LN Anderson West Nile Virus Experiment WSE001 The purpose of this experiment was to evaluate the host response to West Nile virus (strain WNV-NY99) wild-type clone 382 virus infection. Sample data was obtained from mouse (strain C57BL6/JAX) blood serum...