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. 2021 Jul 21;16(7):e0254344. doi: 10.1371/journal.pone.0254344

Table 1. Gene ontology (Panther) classification of differentially expressed genes.

up-regulated genes
Classification male female
fold enrichment p-value* fold enrichment p-value*
GO biological process complete        
anatomical structure regression 36.13 4.14E-02    
gland morphogenesis 9.67 5.57E-03    
positive regulation of T cell activation 7.08 1.83E-03    
positive regulation of leukocyte cell-cell adhesion 6.48 3.00E-03    
regulation of leukocyte cell-cell adhesion 4.99 1.61E-02    
regulation of cell-cell adhesion 4.38 1.06E-02    
regulation of cell adhesion 3.33 1.28E-02    
positive regulation of cell-cell adhesion 6.7 5.11E-04    
positive regulation of cell adhesion 4.44 5.10E-03    
positive regulation of lymphocyte activation 4.71 2.33E-02    
positive regulation of leukocyte activation 4.24 4.26E-02    
positive regulation of cell activation 4.13 4.91E-02    
regulation of T cell activation 5.36 4.69E-03    
T cell differentiation 7.02 1.06E-02    
T cell activation 6.2 4.07E-03    
immune system development 3.34 1.28E-0    
translation 4.2 5.58E-04    
peptide biosynthetic process 4.1 4.74E-04    
peptide metabolic process 3.56 1.18E-03    
cellular amide metabolic process 2.91 4.79E-03    
amide biosynthetic process 3.8 5.03E-04    
cell-cell signaling 2.97 2.52E-02    
T cell costimulation     18.99 4.63E-02
positive regulation of T cell activation     5.03 4.60E-02
positive regulation of cell-cell adhesion     4.84 1.51E-02
regulation of ossification     5.58 6.83E-03
GO molecular function complete        
coreceptor activity 18.73 4.09E-02    
structural constituent of ribosome 7.31 2.47E-06    
structural molecule activity 4.35 1.11E-05    
cytokine receptor activity 7.28 3.12E-02    
cytokine binding 6.61 2.30E-02    
GO cellular component complete        
protein complex involved in cell adhesion 13.6 5.71E-03 12.91 2.46E-03
cytosolic large ribosomal subunit 10.12 8.92E-05    
cytosolic ribosome 8.09 1.51E-05    
ribosome 5.9 3.17E-06    
large ribosomal subunit 6.27 2.67E-03    
ribosomal subunit 6.21 2.20E-05    
tight junction 7.44 1.91E-02    
external side of plasma membrane 5.55 1.65E-05    
cell surface 3.02 5.06E-03    
side of membrane 4.54 1.62E-05    
plasma membrane signaling receptor complex 5.35 1.61E-02 5.29 4.69E-03
receptor complex 3.7 7.13E-03    
external side of plasma membrane     3.57 1.39E-02
side of membrane     3.4 2.21E-03
PANTHER Pathways        
Gonadotropin-releasing hormone receptor pathway     3.36 6.01E-02
Wnt signaling pathway 3.69 2.48E-02 3.16 3.02E-02
PANTHER GO-Slim Molecular Function        
cytokine receptor activity 7.55 3.82E-02    
cytokine binding 6.93 4.41E-02    
PANTHER GO-Slim Biological Process        
positive regulation of cytosolic calcium ion concentration 7.17 1.12E-02    
regulation of cytosolic calcium ion concentration 6.02 2.23E-02    
Wnt signaling pathway 6.02 4.95E-02 6.12 1.04E-02
cell-cell signaling by wnt 5.96 4.38E-02 6.06 9.58E-03
cell surface receptor signaling pathway involved in cell-cell signaling 6.3 2.21E-02 6.23 3.92E-03
cell surface receptor signaling pathway 3.19 6.92E-04    
transmembrane receptor protein serine/threonine kinase signaling pathway     6.39 2.20E-02
enzyme linked receptor protein signaling pathway     4.1 1.45E-02
cellular response to growth factor stimulus     6.2 1.32E-02
response to growth factor     6.2 1.44E-02
negative regulation of signal transduction     4.47 1.59E-02
negative regulation of signaling     4.29 1.29E-02
PANTHER GO-Slim Cellular Component        
external side of plasma membrane 6.18 1.70E-03    
side of membrane 4.75 3.88E-03    
cell surface 3.91 2.28E-02    
leaflet of membrane bilayer 4.75 2.58E-03    
dendritic spine     11.11 6.26E-02
neuron spine     11.11 5.36E-02
down-regulated genes
Classification male female
fold enrichment p-value* fold enrichment p-value*
GO biological process complete        
DNA-dependent DNA replication 10.86 5.95E-03    
DNA replication 11.21 1.53E-04    
cell division 9.07 4.87E-04    
chromosome segregation 6.45 1.36E-02    
mitotic cell cycle process 5.85 4.04E-04    
mitotic cell cycle 5.09 1.42E-03    
cell cycle 4.23 1.88E-04    
cell cycle process 4.7 7.27E-05    
cellular response to cytokine stimulus 4.05 2.05E-02    
immune response 3.26 2.98E-02    
response to molecule of fungal origin        
response to external biotic stimulus     5.59 8.06E-22
response to biotic stimulus     5.54 9.15E-22
pentose-phosphate shunt, non-oxidative branch     46.08 1.14E-02
pentose-phosphate shunt     34.13 3.29E-04
glucose 6-phosphate metabolic process     19.4 3.85E-04
NADPH regeneration     30.72 4.57E-04
NADP metabolic process     18.43 4.70E-04
type I interferon signaling pathway     36.86 2.65E-05
cellular response to type I interferon     39.1 2.01E-06
response to type I interferon     30.72 7.97E-07
innate immune response     6.94 2.61E-14
defense response to other organism     6.54 1.73E-19
defense response     5.43 3.96E-20
immune response     4.6 3.69E-15
immune system process     3.93 2.01E-20
cytokine-mediated signaling pathway     3.89 3.11E-03
interferon-gamma-mediated signaling pathway     36.86 1.64E-02
cytidine to uridine editing     30.72 2.17E-02
response to peptidoglycan     26.33 2.93E-02
regulation of ribonuclease activity     26.33 2.92E-02
detection of other organism     23.63 9.83E-04
detection of external biotic stimulus     21.94 1.26E-03
positive regulation of cytokine production involved in inflammatory response     21.94 1.24E-03
regulation of cytokine production involved in inflammatory response     11.89 2.82E-03
negative regulation of viral genome replication     21.59 4.67E-10
regulation of viral genome replication     14.01 3.33E-08
negative regulation of viral life cycle     16.3 7.79E-09
response to interferon-alpha     20.48 4.65E-02
cytoplasmic pattern recognition receptor signaling pathway     20.48 4.63E-02
negative regulation of interleukin-10 production     18.9 1.12E-02
defense response to protozoan     18.9 4.10E-16
defense response to virus     17.55 4.10E-16
positive regulation of interleukin-6 production     14.18 1.55E-05
positive regulation of interleukin-8 production     12.93 2.91E-02
positive regulation of cytokine biosynthetic process     12.8 8.02E-03
regulation of toll-like receptor signaling pathway     12.71 2.11E-03
lipopolysaccharide-mediated signaling pathway     11.81 1.08E-02
toll-like receptor signaling pathway     12.71 9.38E-04
activation of MAPKK activity     10.97 1.35E-02
positive regulation of tumor necrosis factor production     9.83 5.88E-04
regulation of erythrocyte differentiation     9.6 2.05E-02
positive regulation of chemokine production     9.03 2.52E-02
regulation of defense response to virus     8.19 1.30E-02
granulocyte chemotaxis     7.06 2.05E-02
positive regulation of NF-kappaB transcription factor activity        
GO molecular function complete        
single-stranded DNA helicase activity 28.58 4.55E-02    
DNA helicase activity 12.58 1.87E-02    
DNA-dependent ATPase activity 9.31 1.83E-02    
ATPase activity 4.75 5.42E-03    
immune receptor activity 8.51 2.54E-02    
cytokine binding 7.85 3.11E-02    
microtubule binding 6.03 9.52E-03    
2’-5’-oligoadenylate synthetase activity     46.08 2.81E-02
pattern recognition receptor activity     20.48 2.48E-02
double-stranded RNA binding     8.11 1.55E-02
GO cellular component complete        
replication fork protection complex 44.46 1.83E-02    
Midbody 7.69 2.74E-02    
Spindle 5.83 8.50E-03    
external side of plasma membrane 5.49 8.90E-03    
PANTHER Pathways        
Pentose phosphate pathway     24.57 9.35E-03
Toll receptor signaling pathway     5.76 4.89E-02
PANTHER GO-Slim Molecular Function        
cytokine receptor activity 9.95 1.06E-01    
cytokine binding 9.14 5.16E-02    
PANTHER GO-Slim Biological Process        
cell motility 4.61 4.35E-02    
localization of cell 4.61 5.80E-02    
organelle fission 4.45 5.31E-02    
cell cycle 3.81 1.03E-01    
defense response to virus     24.57 6.97E-10
negative regulation of cell-cell adhesion     14.46 3.79E-02
regulation of T cell proliferation     12.93 5.16E-02
T cell proliferation     12.93 4.89E-02
regulation of multi-organism process     9.64 6.40E-04
RNA phosphodiester bond hydrolysis     8.3 4.80E-02
PANTHER Protein Class        
Apolipoprotein 21.34 1.18E-02    
basic leucine zipper transcription factor     13.03 5.87E-04

Using the differentially expressed genes (DEG) from irradiated male and female rhesus macaque, a classification of overrepresented and underrepresented genes coding, e.g., biological processes or protein classes, was conducted using the bioinformatic tool PANTHER (http://www.pantherdb.org; version 15) which comprises Gene Ontology (GO) annotations directly imported from the GO database. Based on the comparison of observed vs expected numbers of upregulated or downregulated genes (reference database was Macaca mulatta) a fold enrichment in the number of genes annotated to this process and a corresponding p value (False Discovery Rate (FDR) corrected) was calculated. Numbers highlighted in grey refer to processes that were similar between male and female rhesus macaque.