Supplementary Table 9. Up_vs_down.KEGG_classification. Classification_level2 Classification_level1 Type Gene_number Percentage Gene Aging Organismal Systems Down 1 2.44 P68181:Prkacb Circulatory system Organismal Systems Up 1 2.7 Q63844:Mapk3 Circulatory system Organismal Systems Down 3 7.32 P62141:Ppp1cb; P68181:Prkacb; Q6PHZ2:Camk2d Development and regeneration Organismal Systems Up 1 2.7 Q63844:Mapk3 Development and regeneration Organismal Systems Down 2 4.88 P60766:Cdc42; Q6PHZ2:Camk2d Digestive system Organismal Systems Down 4 9.76 O08997:Atox1; P68181:Prkacb; Q64430:Atp7a; Q6PHZ2:Camk2d Endocrine system Organismal Systems Up 2 5.41 A2A6Q5:Cdc27; Q63844:Mapk3 Endocrine system Organismal Systems Down 8 19.51 P11352:Gpx1; P51943:Ccna2; P60766:Cdc42; P62141:Ppp1cb; P63213:Gng2; P68181:Prkacb; Q6PHZ2:Camk2d; Q9CXP8:Gng10 Environmental adaptation Organismal Systems Up 2 5.41 Q63844:Mapk3; Q9CPQ8:Atp5mg Environmental adaptation Organismal Systems Down 8 19.51 P63213:Gng2; P68181:Prkacb; Q6PHZ2:Camk2d; Q9CQ91:Ndufa3; Q9CXP8:Gng10; Q9DCS9:Ndufb10; Q9ERS2:Ndufa13; Q9Z1P6:Ndufa7 Excretory system Organismal Systems Up 1 2.7 Q63844:Mapk3 Excretory system Organismal Systems Down 3 7.32 P15920:Atp6v0a2; P51863:Atp6v0d1; P68181:Prkacb Immune system Organismal Systems Up 4 10.81 P52432:Polr1c; Q63844:Mapk3; Q923G2:Polr2h; Q9D898:Arpc5l Immune system Organismal Systems Down 9 21.95 P28862:Mmp3; P60766:Cdc42; P62141:Ppp1cb; P63213:Gng2; P68181:Prkacb; Q3UMR5:Mcu; Q3UYH7:Adrbk2; Q61301:Ctnna2; Q9CXP8:Gng10 Nervous system Organismal Systems Up 1 2.7 Q63844:Mapk3 Nervous system Organismal Systems Down 13 31.71 P15920:Atp6v0a2; P51863:Atp6v0d1; P60766:Cdc42; P62141:Ppp1cb; P63213:Gng2; P68181:Prkacb; Q3UYH7:Adrbk2; Q6PHZ2:Camk2d; Q9CQ91:Ndufa3; Q9CXP8:Gng10; Q9DCS9:Ndufb10; Q9ERS2:Ndufa13; Q9Z1P6:Ndufa7 Sensory system Organismal Systems Down 4 9.76 P62141:Ppp1cb; P68181:Prkacb; Q3UYH7:Adrbk2; Q6PHZ2:Camk2d Amino acid metabolism Metabolism Up 3 8.11 E9Q5F9:Setd2; Q80SW1:Ahcyl1; Q91WK5:Gcsh Amino acid metabolism Metabolism Down 2 4.88 P70351:Ezh1; Q3URE1:Acsf3 Carbohydrate metabolism Metabolism Up 4 10.81 P45377:Akr1b8; Q80V26:Impad1; Q91WK5:Gcsh; Q91YP0:L2hgdh Carbohydrate metabolism Metabolism Down 1 2.44 P21550:Eno3 Energy metabolism Metabolism Up 2 5.41 Q80V26:Impad1; Q9CPQ8:Atp5mg Energy metabolism Metabolism Down 6 14.63 P15920:Atp6v0a2; P51863:Atp6v0d1; Q9CQ91:Ndufa3; Q9DCS9:Ndufb10; Q9ERS2:Ndufa13; Q9Z1P6:Ndufa7 Glycan biosynthesis and metabolism Metabolism Up 2 5.41 O70152:Dpm1; Q9D1Q4:Dpm3 Glycan biosynthesis and metabolism Metabolism Down 1 2.44 Q9CXY9:Pigk Lipid metabolism Metabolism Up 1 2.7 P45377:Akr1b8 Lipid metabolism Metabolism Down 3 7.32 P11352:Gpx1; Q3URE1:Acsf3; Q91VT4:Cbr4 Metabolism of cofactors and vitamins Metabolism Up 1 2.7 P45377:Akr1b8 Metabolism of other amino acids Metabolism Up 1 2.7 Q9CPU4:Mgst3 Metabolism of other amino acids Metabolism Down 1 2.44 P11352:Gpx1 Nucleotide metabolism Metabolism Up 1 2.7 P55264:Adk Xenobiotics biodegradation and metabolism Metabolism Up 1 2.7 Q9CPU4:Mgst3 Cancer: overview Human Diseases Up 4 10.81 P84244:H3f3a; P84244:H3f3b; Q63844:Mapk3; Q9CPU4:Mgst3 Cancer: overview Human Diseases Down 13 31.71 A2AN08:Ubr4; P28862:Mmp3; P51863:Atp6v0d1; P51943:Ccna2; P60766:Cdc42; P61025:Cks1b; P62141:Ppp1cb; P63213:Gng2; P68181:Prkacb; Q61301:Ctnna2; Q6PHZ2:Camk2d; Q8VHN8:Nudt16l1; Q9CXP8:Gng10 Cancer: specific types Human Diseases Up 2 5.41 Q63844:Mapk3; Q9CPU4:Mgst3 Cancer: specific types Human Diseases Down 5 12.2 P28862:Mmp3; P60766:Cdc42; P61025:Cks1b; Q61301:Ctnna2; Q6PHZ2:Camk2d Cardiovascular disease Human Diseases Up 1 2.7 Q9CPU4:Mgst3 Cardiovascular disease Human Diseases Down 2 4.88 P68181:Prkacb; Q61301:Ctnna2 Drug resistance: antineoplastic Human Diseases Up 2 5.41 Q63844:Mapk3; Q9CPU4:Mgst3 Drug resistance: antineoplastic Human Diseases Down 2 4.88 P68181:Prkacb; Q64430:Atp7a Endocrine and metabolic disease Human Diseases Up 1 2.7 Q63844:Mapk3 Endocrine and metabolic disease Human Diseases Down 8 19.51 P60766:Cdc42; P62141:Ppp1cb; P68181:Prkacb; Q6PHZ2:Camk2d; Q9CQ91:Ndufa3; Q9DCS9:Ndufb10; Q9ERS2:Ndufa13; Q9Z1P6:Ndufa7 Immune disease Human Diseases Up 3 8.11 P62315:Snrpd1; P84244:H3f3a; P84244:H3f3b Immune disease Human Diseases Down 5 12.2 P15920:Atp6v0a2; P27661:H2afx; P28862:Mmp3; P51863:Atp6v0d1; Q9QZQ8:H2afy Infectious disease: bacterial Human Diseases Up 2 5.41 Q63844:Mapk3; Q9D898:Arpc5l Infectious disease: bacterial Human Diseases Down 5 12.2 P15920:Atp6v0a2; P51863:Atp6v0d1; P60766:Cdc42; Q61301:Ctnna2; Q6PHZ2:Camk2d Infectious disease: parasitic Human Diseases Up 1 2.7 Q63844:Mapk3 Infectious disease: parasitic Human Diseases Down 1 2.44 P68181:Prkacb Infectious disease: viral Human Diseases Up 3 8.11 A2A6Q5:Cdc27; O88574:Sap30; Q63844:Mapk3 Infectious disease: viral Human Diseases Down 10 24.39 A2AN08:Ubr4; P15920:Atp6v0a2; P22892:Ap1g1; P51863:Atp6v0d1; P51943:Ccna2; P60766:Cdc42; P62141:Ppp1cb; P63213:Gng2; P68181:Prkacb; Q9CXP8:Gng10 Neurodegenerative disease Human Diseases Up 3 8.11 P60898:Polr2i; Q63844:Mapk3; Q923G2:Polr2h Neurodegenerative disease Human Diseases Down 6 14.63 P11352:Gpx1; P68181:Prkacb; Q9CQ91:Ndufa3; Q9DCS9:Ndufb10; Q9ERS2:Ndufa13; Q9Z1P6:Ndufa7 Substance dependence Human Diseases Up 3 8.11 P84244:H3f3a; P84244:H3f3b; Q63844:Mapk3 Substance dependence Human Diseases Down 8 19.51 P27661:H2afx; P62141:Ppp1cb; P63213:Gng2; P68181:Prkacb; Q3UYH7:Adrbk2; Q6PHZ2:Camk2d; Q9CXP8:Gng10; Q9QZQ8:H2afy "Folding, sorting and degradation" Genetic Information Processing Up 5 13.51 A2A6Q5:Cdc27; P27612:Plaa; Q61699:Hsph1; Q9QUM9:Psma6; Q9Z1F9:Uba2 "Folding, sorting and degradation" Genetic Information Processing Down 4 9.76 P21550:Eno3; Q6ZWQ7:Spcs3; Q7TMY8:Huwe1; Q9ERB0:Snap29 Replication and repair Genetic Information Processing Up 1 2.7 Q8BH57:Wdr48 Transcription Genetic Information Processing Up 5 13.51 P52432:Polr1c; P60898:Polr2i; P62315:Snrpd1; Q922U1:Prpf3; Q923G2:Polr2h Transcription Genetic Information Processing Down 1 2.44 P62309:Snrpg Translation Genetic Information Processing Up 4 10.81 O35972:Mrpl23; Q6ZWY3:Rps27l; Q8CFI5:Pars2; Q9D1B9:Mrpl28 Translation Genetic Information Processing Down 2 4.88 P62141:Ppp1cb; Q8BYM8:Cars2 Signal transduction Environmental Information Processing Up 4 10.81 P49443:Ppm1a; Q63844:Mapk3; Q80V26:Impad1; Q8BHJ5:Tbl1xr1 Signal transduction Environmental Information Processing Down 14 34.15 P21550:Eno3; P28862:Mmp3; P51943:Ccna2; P60766:Cdc42; P62141:Ppp1cb; P63213:Gng2; P68181:Prkacb; Q3UMR5:Mcu; Q3UYH7:Adrbk2; Q61301:Ctnna2; Q6PHZ2:Camk2d; Q8BVP5:Csnk1g2; Q9CXP8:Gng10; Q9JHS3:Lamtor2 Cell growth and death Cellular Processes Up 2 5.41 A2A6Q5:Cdc27; Q63844:Mapk3 Cell growth and death Cellular Processes Down 7 17.07 P27661:H2afx; P51943:Ccna2; P62141:Ppp1cb; P68181:Prkacb; Q3UMR5:Mcu; Q6PHZ2:Camk2d; Q9QZQ8:H2afy Cell motility Cellular Processes Up 2 5.41 Q63844:Mapk3; Q9D898:Arpc5l Cell motility Cellular Processes Down 3 7.32 P60766:Cdc42; P62141:Ppp1cb; Q91VR8:Brk1 Cellular community - eukaryotes Cellular Processes Up 2 5.41 P23798:Pcgf2; Q63844:Mapk3 Cellular community - eukaryotes Cellular Processes Down 4 9.76 P60766:Cdc42; P62141:Ppp1cb; P68181:Prkacb; Q61301:Ctnna2 Transport and catabolism Cellular Processes Up 5 13.51 P40336:Vps26a; P84084:Arf5; Q63844:Mapk3; Q8C0E2:Vps26b; Q9D898:Arpc5l Transport and catabolism Cellular Processes Down 9 21.95 O35114:Scarb2; P15920:Atp6v0a2; P22892:Ap1g1; P51863:Atp6v0d1; P60766:Cdc42; P68181:Prkacb; Q3UYH7:Adrbk2; Q9CR26:Vta1; Q9ERB0:Snap29