Relationships between gene expression and behavior in mice in response to systemic modulation of the O-GlcNAcylation pathway.
Margaret B BellXiaosen OuyangAbigail K SheltonNha V HuynhToni MuellerBalu K ChackoAnil G JeggaJohn C ChathamC Ryan MillerVictor Darley-UsmarJianhua ZhangPublished in: Journal of neurochemistry (2023)
Enhancing protein O-GlcNAcylation by pharmacological inhibition of the enzyme O-GlcNAcase (OGA), which removes the O-GlcNAc modification from proteins, has been explored in mouse models of amyloid-beta and tau pathology. However, the O-GlcNAcylation-dependent link between gene expression and neurological behavior remains to be explored. Using chronic administration of Thiamet G (TG, an OGA inhibitor) in vivo, we used a protocol designed to relate behavior with the transcriptome and selected biochemical parameters from the cortex of individual animals. TG-treated mice showed improved working memory as measured using a Y-maze test. RNA sequencing analysis revealed 151 top differentially expressed genes with a Log2fold change >0.33 and adjusted p-value <0.05. Top TG-dependent upregulated genes were related to learning, cognition and behavior, while top downregulated genes were related to IL-17 signaling, inflammatory response and chemotaxis. Additional pathway analysis uncovered 3 pathways, involving gene expression including 14 cytochrome c oxidase subunits/regulatory components, chaperones or assembly factors, and 5 mTOR (mechanistic target of rapamycin) signaling factors. Multivariate Kendall correlation analyses of behavioral tests and the top TG-dependent differentially expressed genes revealed 91 statistically significant correlations in saline-treated mice and 70 statistically significant correlations in TG-treated mice. These analyses provide a network regulation landscape that is important in relating the transcriptome to behavior and the potential impact of the O-GlcNAC pathway.
Keyphrases
- gene expression
- genome wide
- single cell
- working memory
- dna methylation
- high fat diet induced
- inflammatory response
- rna seq
- bioinformatics analysis
- genome wide identification
- randomized controlled trial
- insulin resistance
- transcranial direct current stimulation
- functional connectivity
- skeletal muscle
- attention deficit hyperactivity disorder
- metabolic syndrome
- mild cognitive impairment
- newly diagnosed
- subarachnoid hemorrhage
- drug induced
- cell proliferation
- adipose tissue
- protein protein
- brain injury
- lps induced
- amino acid
- climate change