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. 2021 Apr 9;12:651979. doi: 10.3389/fgene.2021.651979

Table 3.

Significantly enriched metabolic pathway (FDR = 0.05) using the list of DEGs identified in liver tissue under different heat-stressed conditions.

Metabolic pathway Number* FDR
CT vs. H30
Metabolic pathways 72 3.21E−10
Oxidative phosphorylation 16 1.74E−05
Thermogenesis 21 1.74E−05
Fatty acid metabolism 10 2.14E−05
PPAR signaling pathway 12 2.14E−05
Parkinson disease 15 1.13E−04
Ribosome 14 1.33E−03
Biosynthesis of unsaturated fatty acids 6 1.53E−03
Fatty acid degradation 7 2.41E−03
Glycerolipid metabolism 8 2.80E−03
Terpenoid backbone biosynthesis 5 2.86E−03
Carbon metabolism 11 3.28E−03
Tryptophan metabolism 6 1.62E−02
Valine, leucine, and isoleucine degradation 6 3.20E−02
Glycine, serine, and threonine metabolism 5 4.64E−02
Pathway Number* FDR
CT vs. H60
Metabolic pathways 100 1.32E−11
Non-alcoholic fatty liver disease 24 2.86E−07
Oxidative phosphorylation 21 2.35E−06
Thermogenesis 28 2.35E−06
Parkinson disease 21 5.72E−06
PPAR signaling pathway 14 5.31E−05
Huntington disease 21 3.31E−04
Retinol metabolism 11 7.75E−04
Ribosome 18 9.05E−04
Pyruvate metabolism 8 1.52E−03
Alzheimer disease 18 2.62E−03
Chemical carcinogenesis 10 8.62E−03
Retrograde endocannabinoid signaling 15 1.41E−02
Tryptophan metabolism 7 3.01E−02
Insulin resistance 11 3.27E−02
Steroid hormone biosynthesis 8 3.32E−02
Glycolysis/gluconeogenesis 8 3.85E−02
Fatty acid metabolism 7 4.70E−02
Fluid shear stress and atherosclerosis 13 4.70E−02
Tight junction 14 4.70E−02
Glycine, serine, and threonine metabolism 6 4.70E−02
Adipocytokine signaling pathway 8 5.00E−02
Apoptosis 12 5.00E−02
Drug metabolism—cytochrome P450 7 5.00E−02
CT vs. H120
Metabolic pathways 59 9.86E−08
Terpenoid backbone biosynthesis 7 1.60E−05
PPAR signaling pathway 11 4.64E−05
Fatty acid metabolism 9 5.86E−05
Steroid hormone biosynthesis 9 1.88E−04
Pyruvate metabolism 7 3.56E−04
Steroid biosynthesis 5 1.15E−03
TH17 cell differentiation 10 1.64E−03
Antigen processing and presentation 8 4.83E−03
Biosynthesis of unsaturated fatty acids 5 5.43E−03
Glycerolipid metabolism 7 5.43E−03
Glycolysis/gluconeogenesis 7 6.10E−03
Protein processing in endoplasmic reticulum 11 7.81E−03
Bile secretion 7 1.00E−02
Carbon metabolism 9 1.26E−02
AMPK signaling pathway 9 1.41E−02
FoxO signaling pathway 9 1.49E−02
Fatty acid degradation 5 2.76E−02
Circadian rhythm 4 3.60E−02
Adipocytokine signaling pathway 6 3.60E−02
*

Number of genes enriched in the pathway. DEGs, differentially expressed genes; FDR, false discovery rate. CT means rats were kept at 22 ± 1°C and relative humidity of 50%; H30, H60, and H120 mean rats were housed at 42°C for 30, 60, and 120 min and relative humidity of 50%, respectively. The pathway colored with blue means these pathways were commonly shared among CT vs. H30, CT vs. H60, and CT vs. H120 comparisons. Pathway colored with light orange means these pathways were shared by two comparisons. Noncolored pathway means these pathways were treatment-specific enriched. Red words indicate that the pathway was commonly enriched by genes identified in blood, liver, and adrenal gland tissues; pink words indicate the pathway was commonly enriched by genes identified in blood and liver; green words indicate the pathway was commonly enriched by genes identified in liver and adrenal gland tissues; black words indicate the pathway was specifically enriched in liver.

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