Table 3.
Biological function categoriesa | Lower p-valueb (×10−6) |
Upper p-valueb (×10−6) |
Number of genes |
Number of genes upregulatedc |
Number of genes downregulatedc |
---|---|---|---|---|---|
Inflammatory response | 0.34 | 46 300 | 100 | 32 | 68 |
Carbohydrate metabolism | 46.8 | 44 300 | 44 | 6 | 38 |
Molecular transport | 56.7 | 44 300 | 82 | 19 | 63 |
Small molecule biochemistry | 56.7 | 44 300 | 102 | 21 | 81 |
Cell death | 64.5 | 47 300 | 81 | 21 | 60 |
Hematological system development and function |
87.9 | 47 700 | 118 | 38 | 80 |
Hematopoiesis | 87.9 | 47 900 | 76 | 23 | 53 |
Organismal development | 87.9 | 43 200 | 72 | 22 | 50 |
Tissue development | 87.9 | 46 300 | 108 | 37 | 71 |
Cellular compromise | 212 | 46 100 | 43 | 14 | 29 |
Cardiovascular system development and function |
239 | 43 200 | 79 | 25 | 54 |
Cellular development | 245 | 47 900 | 141 | 39 | 103 |
Cellular growth and proliferation | 378 | 47 300 | 137 | 45 | 92 |
Humoral immune response | 378 | 39 600 | 43 | 11 | 32 |
Organismal survival | 385 | 7710 | 56 | 18 | 38 |
Developmental disorder | 591 | 21 300 | 17 | 1 | 16 |
Genetic disorder | 591 | 21 300 | 34 | 8 | 26 |
Metabolic disease | 591 | 23 200 | 16 | 1 | 15 |
Cell-to-cell signaling and interaction | 654 | 46 100 | 60 | 17 | 43 |
Gastrointestinal disease | 671 | 28 000 | 20 | 6 | 14 |
Inflammatory disease | 671 | 35 700 | 17 | 7 | 10 |
Cellular movement | 701 | 47 700 | 96 | 27 | 69 |
Immune cell trafficking | 701 | 47 700 | 65 | 18 | 47 |
Embryonic development | 824 | 37 600 | 39 | 9 | 30 |
Lipid metabolism | 824 | 44 300 | 72 | 12 | 60 |
Cell cycle | 949 | 42 500 | 23 | 8 | 15 |
Antimicrobial response | 959 | 21 400 | 12 | 3 | 9 |
Hematological disease | 1170 | 34 800 | 32 | 11 | 21 |
Organ development | 1240 | 39 600 | 46 | 14 | 32 |
Cellular assembly and organization | 1410 | 42 500 | 66 | 22 | 44 |
Cellular function and maintenance | 1410 | 47 800 | 95 | 25 | 70 |
Tissue morphology | 1850 | 39 600 | 110 | 36 | 74 |
Organismal injury and abnormalities | 2000 | 44 300 | 35 | 9 | 26 |
Antigen presentation | 2260 | 46 300 | 36 | 9 | 27 |
Cell-mediated immune response | 2260 | 21 800 | 24 | 6 | 18 |
Lymphoid tissue structure and development | 2260 | 46 300 | 54 | 10 | 44 |
Cell morphology | 3960 | 35 700 | 33 | 7 | 26 |
Connective tissue development and function | 3960 | 39 600 | 41 | 10 | 31 |
Connective tissue disorders | 3960 | 34 800 | 6 | 0 | 6 |
Digestive system development and function | 3960 | 11 400 | 4 | 2 | 2 |
Drug metabolism | 3960 | 34 800 | 9 | 2 | 7 |
Endocrine system development and function | 3960 | 11 400 | 4 | 2 | 2 |
Hepatic system development and function | 3960 | 11 400 | 7 | 2 | 5 |
Hypersensitivity response | 3960 | 41 800 | 7 | 2 | 5 |
Nervous system development and function | 3960 | 44 300 | 23 | 8 | 15 |
Neurological disease | 3960 | 28 700 | 11 | 4 | 7 |
Nucleic acid metabolism | 3960 | 34 800 | 4 | 1 | 3 |
Organ morphology | 3960 | 44 300 | 40 | 10 | 30 |
Skeletal and muscular disorders | 3960 | 21 800 | 14 | 0 | 14 |
Skeletal and muscular system development and function |
3960 | 34 800 | 34 | 14 | 20 |
Cancer | 4310 | 47 900 | 68 | 20 | 48 |
Respiratory disease | 4770 | 44 300 | 12 | 4 | 8 |
Visual system development and function | 5140 | 39 600 | 12 | 2 | 10 |
Free radical scavenging | 7060 | 46 300 | 19 | 5 | 14 |
Dermatological diseases and conditions | 7190 | 43 900 | 21 | 8 | 13 |
Immunological disease | 7190 | 34 800 | 23 | 7 | 16 |
Reproductive system development and function |
7780 | 44 300 | 18 | 7 | 11 |
Cardiovascular disease | 8570 | 47 900 | 33 | 8 | 25 |
Endocrine system disorders | 9400 | 47 900 | 14 | 1 | 13 |
Organismal functions | 10 000 | 32 900 | 7 | 2 | 5 |
Hair and skin development and function | 11 400 | 11 400 | 2 | 1 | 1 |
Hepatic system disease | 11 400 | 11 400 | 2 | 1 | 1 |
Reproductive system disease | 11 400 | 28 000 | 9 | 1 | 8 |
Infectious disease | 12 300 | 35 700 | 22 | 6 | 16 |
Protein synthesis | 12 400 | 21 800 | 18 | 2 | 16 |
Cell signaling | 15 700 | 33 500 | 10 | 1 | 9 |
Amino acid metabolism | 21 400 | 33 700 | 11 | 4 | 7 |
Gene expression | 21 500 | 21 500 | 54 | 24 | 30 |
Auditory disease | 21 800 | 28 700 | 7 | 3 | 4 |
Ophthalmic disease | 21 800 | 21 800 | 2 | 0 | 2 |
Protein trafficking | 21 800 | 21 800 | 2 | 1 | 1 |
Nutritional disease | 33 500 | 33 500 | 9 | 2 | 7 |
Post-translational modification | 33 500 | 33 500 | 9 | 1 | 8 |
Behavior | 33 700 | 33 700 | 6 | 1 | 5 |
DNA replication, recombination, and repair | 34 800 | 42 500 | 9 | 6 | 3 |
Renal and urological system development and function |
34 800 | 34 800 | 2 | 0 | 2 |
Vitamin and mineral metabolism | 34 800 | 34 800 | 2 | 0 | 2 |
Total number of unique genes with transcript levels at significantly higher concentration than ground control samples (FDR value at 0.05 and 1.5 fold change). The input for the IPA analysis was upregulated genes 607 and downregulated genes 1071 genes.
Gene expression data and IPA analysis was subjected to FDR (Benjamini-Holchberg) correction. P-value ranges reflect the chance genes have been randomly assigned to a specific biological function category using IPA software.
Genes may have been assigned to more than one category based on biological function classification. The unique upregulated genes were 130 and downregulated genes were 267 which were classified in the biological functional categories.