Transcriptomic data from two primary cell models stimulating human monocytes suggest inhibition of oxidative phosphorylation and mitochondrial function by N. meningitidis which is partially up-regulated by IL-10.
Unni GopinathanReidun ØvstebøBerit Sletbakk BruslettoOle Kristoffer OlstadPeter KierulfPetter BrandtzaegJens Petter BergPublished in: BMC immunology (2017)
Biological processes associated with the gene expression changes in the model system of meningococcal sepsis were comparable with the results found in the patient plasma system. By combining GSEA with IPA, we discovered an inhibitory effect of N. meningitidis on genes associated with mitochondrial function and oxidative phosphorylation, and that IL-10 partially reverses this strong inhibitory effect, thereby identifying, to our knowledge, yet another group of genes where IL-10 regulates the effect of LPS. We suggest that relying on a single bioinformatics tool together with an arbitrarily chosen filtering criteria for data analysis may result in overlooking relevant biological processes and signaling pathways associated with genes differentially expressed between compared experimental conditions.
Keyphrases
- data analysis
- gene expression
- single cell
- genome wide
- endothelial cells
- healthcare
- signaling pathway
- dna methylation
- protein kinase
- acute kidney injury
- cell therapy
- dendritic cells
- stem cells
- case report
- electronic health record
- bioinformatics analysis
- rna seq
- peripheral blood
- mesenchymal stem cells
- immune response
- genome wide identification
- genome wide analysis
- oxidative stress
- pi k akt
- machine learning
- anti inflammatory
- induced apoptosis
- endoplasmic reticulum stress
- pluripotent stem cells
- induced pluripotent stem cells
- artificial intelligence