GEO series
Multiomics analysis unveils key biomarkers during dynamic progress of IAV infection in mice
GSE292329
Mus musculus
Expression profiling by high throughput sequencing
48 samples
2025/05/08
GPL34290
Summary
Murine IAV infection models are vital for influenza research, but biomarker progression during the disease is unclear. This study aims to help improve disease surveillance and treatment outcome assessment by understanding viral infection dynamics and biological shifts from mild to severe symptoms in mouse models. The physiological parameters, viral load, inflammatory responses, and histopathological changes were evaluated in Balb/c mice infected with IAV over 14 days period. Intervention within 6 days after influenza virus infection is crucial to prevent severe illness. Using DIABLO multi-omics analysis, we analyzed transcriptomic and metabolomic data from mouse lung tissues and serum metabolomic data at 4, 6, 8, and 10 days post-infection. Several key biomarkers like Ccl8, Pdcd1, Gzmk, Kynurenine, L-Glutamine were identified during influenza infection. The serum-based influenza progression scoring system developed in this study provides precise treatment strategies and personalized plans for clinical management. This scoring system detects when the levels of L-Glutamine, adipoyl-carnitine, triacetic acid lactone, and isopropanol in the serum exceed 2.5 times the normal range, indicating that the patient is in the influenza infection phase (days 4-6). Intervening during this phase can effectively prevent the condition from deteriorating into a critical stage.
Download
NCBI GEO page ↗
Paper (PMID 40475788) ↗
{# Names what the click gives you. "Open in finder" meant nothing to a
visitor who arrived from a search engine and has never seen the tool. #}
Find more
mouse RNA-seq datasets →
Similar datasets
- GSE292862 Modelling mouse embryogenesis from chemically induced totipotent stem cells 22 samples
- GSE185862 A taxonomy of transcriptomic cell types across the isocortex and hippocampal formation 95 samples
- GSE304862 Semaglutide and exercise synergy in obesity: preserving muscle mass and uncovering organ crosstalk 209 samples
- GSE293315 MRPGRX2 Antagonist Treatment Prevents Inflammation and Disease in a Mouse Model of Atopic Dermatitis Dataset 2 35 samples
- GSE255837 Dysregulation of the Normal Wound Healing Cascade in Volumetric Muscle Loss Injury 30 samples
- GSE341948 Multi-tissue transcriptomic landscape reveals synergistic mechanisms of exercise and GLP-1 agonist in ameliorating diabetic phenotypes in db/db mice 12 samples
- GSE337190 CAR-NKT cells induce low cytokine release syndrome by targeting hyperinflammatory macrophages with mitigation from GM-SCF inhibition. 24 samples
- GSE306116 Caspase-3 Control of RNA Splicing and Mitochondrial Dynamics in Microglia during Parkinson’s Disease [RNA-Seq] 12 samples
Share this dataset
Metadata from NCBI GEO, cached and refreshed periodically — the NCBI page above is authoritative. Downloads link straight to NCBI/ENA; nothing is proxied through BioTransfer.