Background
Materials and methods
Microarray data
Data preprocessing and differentially expressed genes (DEGs) screening
Functional and pathway enrichment analysis
PPI network and module analyses
Regulatory network construction
Results
Analysis of DEGs
Functional and pathway enrichment analysis
Category | Description | P-value | Gene number |
---|---|---|---|
BP | GO:0071222~cellular response to lipopolysaccharide | 3.05E-06 | 10 |
GO:0051384~response to glucocorticoid | 1.75E-05 | 8 | |
GO:0006955~immune response | 6.59E-05 | 14 | |
GO:0045766~positive regulation of angiogenesis | 1.31E-04 | 8 | |
GO:0045087~innate immune response | 3.22E-04 | 22 | |
CC | GO:0070062~extracellular exosome | 3.26E-06 | 51 |
GO:0005615~extracellular space | 3.15E-05 | 29 | |
GO:0005886~plasma membrane | 1.58E-04 | 59 | |
GO:0016020~membrane | 2.03E-03 | 32 | |
GO:0031093~platelet alpha granule lumen | 1.08E-02 | 4 | |
MF | GO:0035035~histone acetyltransferase binding | 2.54E-03 | 4 |
GO:0001077~transcriptional activator activity, RNA polymerase II core promoter proximal region sequence-specific binding | 9.14E-03 | 8 | |
GO:0002020~protease binding | 1.40E-02 | 5 | |
GO:0016787~hydrolase activity | 1.56E-02 | 5 | |
GO:0019899~enzyme binding | 1.88E-02 | 9 | |
Pathway | hsa04668:TNF signaling pathway | 3.65E-06 | 10 |
hsa05150:Staphylococcus aureus infection | 3.23E-04 | 6 | |
hsa05142:Chagas disease (American trypanosomiasis) | 7.74E-03 | 6 | |
hsa04380:Osteoclast differentiation | 1.90E-02 | 6 | |
hsa04910:Insulin signaling pathway | 2.39E-02 | 6 |
Category | Description | P-value | Gene number |
---|---|---|---|
BP | GO:0050776~regulation of immune response | 4.11E-15 | 15 |
GO:0007166~cell surface receptor signaling pathway | 2.56E-06 | 11 | |
GO:0050852~T cell receptor signaling pathway | 8.71E-05 | 7 | |
GO:0072678~T cell migration | 3.56E-04 | 3 | |
GO:0045059~positive thymic T cell selection | 8.47E-04 | 3 | |
CC | GO:0042101~T cell receptor complex | 1.22E-10 | 7 |
GO:0005886~plasma membrane | 1.40E-04 | 35 | |
GO:0042105~alpha-beta T cell receptor complex | 2.26E-04 | 3 | |
GO:0001772~immunological synapse | 5.25E-04 | 4 | |
GO:0009897~external side of plasma membrane | 4.83E-03 | 6 | |
MF | GO:0004888~transmembrane signaling receptor activity | 4.20E-06 | 9 |
GO:1990405~protein antigen binding | 4.46E-04 | 3 | |
GO:0030246~carbohydrate binding | 1.62E-03 | 6 | |
GO:0023024~MHC class I protein complex binding | 1.40E-02 | 2 | |
GO:0032393~MHC class I receptor activity | 2.31E-02 | 2 | |
Pathway | hsa04660:T cell receptor signaling pathway | 4.90E-07 | 8 |
hsa04672:Intestinal immune network for IgA production | 7.58E-05 | 5 | |
hsa05340:Primary immunodeficiency | 5.41E-04 | 4 | |
hsa04514:Cell adhesion molecules (CAMs) | 5.95E-04 | 6 | |
hsa04650:Natural killer cell mediated cytotoxicity | 2.80E-03 | 5 |
PPI network and module analyses
Node | DC | Node | BC | Node | CC |
---|---|---|---|---|---|
TSPO | 42 | TSPO | 8787.401 | TSPO | 0.084416 |
MAPK14 | 30 | MAPK14 | 3945.718 | MAPK14 | 0.082755 |
ZAP70 | 18 | ZAP70 | 2945.19 | ZAP70 | 0.081621 |
ICAM1 | 18 | PLEK | 1416.809 | ICAM1 | 0.081481 |
MMP9 | 16 | CD40LG | 1228.869 | CD40LG | 0.081066 |
GATA3 | 13 | GATA3 | 1149.809 | NFATC2 | 0.080882 |
PPARG | 13 | PPP3CC | 1065.391 | THBS1 | 0.080609 |
NFKBIA | 12 | SLC2A3 | 878.1572 | MMP9 | 0.080609 |
HIF1A | 12 | PDE7A | 786 | NFKBIA | 0.080473 |
CD40LG | 11 | LDHA | 778.0661 | GATA3 | 0.080292 |
THBS1 | 11 | NFKBIA | 706.2174 | HIF1A | 0.080292 |
CEBPB | 11 | GNA15 | 660.3287 | CEBPB | 0.080247 |
SOCS3 | 10 | HIF1A | 614.6019 | PPARG | 0.080157 |
IRF1 | 10 | CD3E | 583.8388 | SOCS3 | 0.080157 |
PLEK | 9 | CD82 | 550.5645 | PLEK | 0.079844 |
Description | Gene number | P-value |
---|---|---|
hsa04668:TNF signaling pathway | 3 | 4.59E-03 |
hsa05200:Pathways in cancer | 4 | 5.42E-03 |
hsa04380:Osteoclast differentiation | 3 | 6.97E-03 |
hsa05160:Hepatitis C | 3 | 7.18E-03 |
hsa05205:Proteoglycans in cancer | 3 | 1.57E-02 |
hsa05144:Malaria | 2 | 4.87E-02 |
Regulatory network analysis
Description | Gene number | P-value |
---|---|---|
hsa04668:TNF signaling pathway | 7 | 4.89E-07 |
hsa05169:Epstein-Barr virus infection | 6 | 2.09E-04 |
hsa04380:Osteoclast differentiation | 5 | 5.64E-04 |
hsa04064:NF-kappa B signaling pathway | 4 | 2.19E-03 |
hsa05145:Toxoplasmosis | 4 | 5.20E-03 |
hsa04621:NOD-like receptor signaling pathway | 3 | 1.19E-02 |
hsa05164:Influenza A | 4 | 1.51E-02 |
hsa05152:Tuberculosis | 4 | 1.58E-02 |
hsa05140:Leishmaniasis | 3 | 1.94E-02 |
hsa05142:Chagas disease (American trypanosomiasis) | 3 | 3.93E-02 |
hsa04620:Toll-like receptor signaling pathway | 3 | 4.07E-02 |