Table 2.
Condition | Top 5 Transcript Based Canonical Pathways | Top Upstream Regulators Transcript Based | Other interesting Dysregulated Transcripts and Pathways | Top 5 Protein Based Canonical Pathway | Top Upstream Regulators Protein Based | Other Interesting Dysregulated Proteins and Pathways |
---|---|---|---|---|---|---|
1 mo 18O | Mitochondrial dysfunction Oxidative phosphorylation Sirtuin Signaling pathway FXR/RXR activation Fatty Acid beta oxidation I |
PPARA Pirin ixic acid POR TO-901317 Mono-(2-ethylhexyl) phthalate |
TCA Cycle II, Gluconeogenesis I (aldolase, fructose-bisphosphate C; enolase 1; malate dehydrogenase 1 & 2, phosphoglycerate kinase 1 all down), ubiquinol-10 biosynthesis, mitochondrial L-carnitine shuttle pathway (acyl-coA synthetase long chain family member 1, carnitine palmitoyltransfease 1A & solute carrier family 27 member 5 all down), ceramide signaling | Sirtuin Signaling Pathway RhoA Signaling (cytoskeleton organization) Clathrin-mediated Endocytosis signaling LXR/RXR activation Actin Cytoskeleton Signaling |
HNF4A-hepatocyte nuclear factor 4 alpha Insulin D-glucose Methylprednisolone ABCB6 |
PI3K (down) mTOR (up) cyclin dependent kinase 2(up) cyclin dependent kinase inhibitor 1B (down) glycogen synthase kinase 3 beta (down) insulin signaling receptor (down) mannose-6-phosphate receptor (down) |
2 mo 18O | EIF2 signaling Oxidative phosphorylation Regulation of eIF4 and p70S6K signaling Mitochondrial dysfunction Sirtuin signaling pathway |
MLXIPL RICTOR YAP1 MYC MYCN |
mTOR signaling, Protein Ubiquitination Pathway, NRF2-mediated oxidative stress response, Unfolded protein response, TCA cycle II (fumarate hydratase, succinate dehydrogenase complex (iron sulfur subunit B, C & D all down) | Huntington’s Disease Signaling (HIP1 down) (HSP40 up) Iron homeostasis signaling pathway ILK signaling Tight Junction Signaling Glycogen Degradation III |
HNF4A CST5 Maslinic acid miR-30c-5p (and other miRNAs w/seed GUAAACA) desmopressin |
Also see sirtuin signaling and ceramide signaling (SMPD (sphingomyelin phosphodiesterase 4) up) |
4 mo 18O | EIF2 signaling Unfolded protein response Regulation of eIF4 and p70S6K signaling Protein Ubiquitination Pathway ER stress pathway-CALR (calreticulin) down, DDIT3 (DNA damage inducible transcript 3) down, EIF2AK3 down, HSP90B1 down, HSPA5 down |
XBP1 ERN1 Tunicamycin RICTOR ATF6 |
mTOR signaling, sirtuin signaling pathway | Acute phase response signaling Clathrin-mediated endocytosis signaling Phagosome maturation Role of JAK family kinases in IL-6 type cytokine signaling FXR/RXR activation |
HNF4A CST5 TP53 Methylprednisolone D-glucose |
Also see B cell receptor signaling, production of nitric oxide & ROS macrophages, cellular senescence (predicted inhibition), CDKN1B cyclin dependent kinase inhibitor (down), CDK2 cyclin dependent kinase 2-activation of s-phase progression, sumoylation pathway-SAE1(SUMO1 activating enzyme subunit 1), LXR/RXR activation, insulin receptor signaling |
9 mo 18O | EIF2 signaling Mitochondrial dysfunction Oxidative phosphorylation Regulation of eIF4 and p70S6K signaling Sirtuin signaling pathway |
MLXIPL RICTOR MYC YAP1 CTNNB1 |
mTOR signaling | Clathrin-mediated endocytosis signaling RhoA signaling Acute phase response signaling Huntington’s disease signaling Signaling by Rho family GTPases |
NHF4A RHOJ XBP1 Bvr Sirolimus |
Coenzyme A biosynthesis, Sirtuin signaling, heme oxygenase 1 & 2 (down) |
12 mo 18O | Mouse Embryonic Stem Cell Pluripotency-ID1 (inhibitor of DNA binding), ID2 down Trans, trans-farnesyl diphosphate biosynthesis-FDPS (farnesyl disphosphate synthase) up Pregnenolone biosynthesis-CYP26A1 up Histidine Degradation VI-same Superpathway of Geranylgeranyldiphosphate biosynthesis I (via Mevalonate)-FDPS up |
ACVR2A LTBP4 SMAD1/5 Notch BMP10 |
Ubiquinol-10 biosynthesis- CYP26A1 up, Role of lipids/lipid rafts in the pathogenesis of influenza-FDPS up | Acute phase response signaling Tight junction signaling IL-8 signaling LXR/RXR activation L-glutamine Biosynthesis II(tRNA-dependent) |
HNF4A CST5 Tetrachlorodibenzodioxin GPD1 SLC25A13 |
L-carnitine shuttle pathway (acyl-CoA synthetase long chain family member 3 (down)) & member 4 (up), phospholipase c signaling, type II diabetes signaling, role of NFAT in regulation of the immune response, CDK2 (down), Unfolded protein response |
1 mo 56Fe | PXR/RXR activation LPS/IL-1 mediated inhibition of RXR Function Sirtuin Signaling Pathway Nicotine Degradation II Circadian Rhythm Signaling-ARNTL (aryl hydrocarbon receptor nuclear translocator) up, BHLHE40 (basic helix-loop-helix family member e40) down; CLOCK (clock circadian regulator) up; CRY1 (cryptochrome circadian regulator 1) up; PER1 (period circadian regulator 1) down; PER2 down; PER3 down |
RORC RORA PPARA Methylprednisolone NR1I2 |
Ubiquinol-10 biosynthesis, acyl-CoA hydrolysis | Acute phase response signaling Glycogen degradation III Phagosome maturation Huntington’s Disease signaling Clathrin-mediated endocytosis signaling |
TO-901317 Ciprofibrate Nitrofurantoin SCAP ACOX1 |
Calcium transport I (ATPase sarcoplasmic/ER Ca2+ transporting 2 (down) & ATPase plasma membrane Ca2+ transporting 1 (up)), LXR/RXR (apolipoprotein A5-activates cholesterol efflux), Death receptor signaling (CASP7 inhibits DNA repair (down)) |
2 mo 56Fe | EIF2 Signaling Acute phase response signaling-exported Regulation of eIF4 and p70S6K signaling-exported list mTOR signaling-exported Production of nitric oxide and ROS in macrophages |
Lipopolysaccharide MLXIPL IL1B YAP1 IFNG |
Sirtuin signaling pathway, FXR/RXR, NRF2-mediated oxidative stress response | Acute phase response signaling Xenobiotic metabolism signaling NAD salvage pathway II UVB-induced MAPK signaling NF-kB activation by viruses |
HNF4A Pregnenolone carbonitrile Pirinixic acid Estrone RAB1B |
ceramide signaling (sphingosine kinase 2 (up)) |
4 mo 56Fe | Unfolded protein response Aldosterone signaling in Epithelial cells Endoplasmic reticulum stress pathway Protein ubiquitination pathway NRF2-mediated oxidative stress response |
XBP1 Tunicamycin ERN1 ATF6 1,2-dithiol-3-thione |
EIF2 signaling, Regulation of eIF4 and p70S6K signaling mTOR, Glucocorticoid receptor signaling, Sirtuin signaling pathway, insulin receptor signaling | Cell cycle regulation by BTG family proteins Inhibition of ARE-mediated mRNA degradation pathway 5-aminoimidazole ribonucleotide biosynthesis I Dopamine receptor signaling Breast cancer regulation by Stathmin1 |
HNF4A Camptothecin (+-)-2-hydroxyoleic acid FAS HNRNPH1 |
Cyclins and cell cycle regulation, regulation of eIF4 & p70S6K signaling, ceramide signaling (different protein that O) sphingosine kinase 2, role of CHK proteins in cell cycle checkpoint, mitochondrial L-carnitine shuttle pathway (acyl-CoA synthetase long chain family member 4 down & solute carrier family 27 member 4 (down), thrombin signaling, mTOR signaling |
9 mo 56Fe | Unfolded protein response-CEBPE down, all up ERN1, HSPA8, Hspa1b, HSPH1, MAP3K5 NRF2-mediated oxidative stress response-ACTG1, BACH1, DNAJA1, DNAJB1, FKBP5, GSTP1, MAP3K5 all up Aldosterone signaling in epithelial cells-DNAJA1, DNAJB1, HSP90AA1, HSPA8, HSPA4L, HSPH1 all up Protein Ubiquitination pathway same as above Agranulocyte-adhesion and diapedesis-ACTG1 up, CLDN3 down, CXCL2 (C-X-C chemokine ligand) up, CXCL13 up, IL1R1 (interleukin 1 receptor type 1) up |
NR5A2 Lipopolysaccharide Cisplatin Thapsigargin NR1I3 |
GADD45 signaling-CDKN1A (cyclin dependent kinase inhibitor 1A) up, GADD45G (growth arrest and DNA damage inducible gamma) up LXR/RXR signaling-C4A/C4B (complement C4B), CYP7A1, HMGCR (3-hydroxy-3-methylgutaryl-CoA reductase), IL1R1 (interleukin 1 receptor type 1) all up Asparagine biosynthesis I-ASNS(asparagine synthetase glutamine-hydrolyzing) up, FXR/RXR-C4A/C4B, CYP7A1, FOXA3, SLC10A2 all up, PXR/RXR ER stress pathway-ALAS1, CYP7A1, IGFBP1 all up, PI3K/AKT signaling-CDKN1A up, GDF15 (growth differentiation factor 15) down, HSP90AA1 up, MAP3K5 up, Sirtuin signaling pathway-BCL2L11, GADD45G, MT-ND2, MT-ND4, MT-ND6, PFKFB3 (6-phosphofructo-2 kinase/fructose 2,6-biphosphatase 3) all up Apoptosis signaling-BCL2L11 up, ENDOG down, MAP3K5 up |
Purine nucleotides de novo biosynthesis II 5-aminoimidazole ribonucleotide biosynthesis I Regulation of cellular mechanics by calpain protease Acute phase responses signaling Sertoli cell-Sertoli cell junction signaling |
TO-901317 Ciprofibrate Diethyl nitrosamine HNF4A ACOX1 |
|
12 mo 56Fe | only 6 genes dysregulated all up | Gm23442 Gm25394 Gm25835 Gm26397 Snora78 Snord13 (small nucleolar RNA) |
Acute phase response signaling Mechanisms of viral exit from host cells Wnt/beta catenin signaling Endothelin-1 signaling Endometrial cancer signaling |
HNF4A Let-7a-5p (and other miRNAs w/seed GAGGUAG) 1,2-dithiol-3-thione Methylprednisolone miR-30c-5p (other miRNAs w/seed GUAAACA) |
Sirtuin signaling pathway | |
1 mo 28Si | Mitochondrial Dysfunction Asparagine Biosynthesis I-ASNS (asparagine synthetase (glutamine-hydrolyzing) down Sirtuin Signaling Pathway-MT-CYB; MT-ND2; MT-ND6Alpha tocopherol degradation-CYP4A11 Oxidative phosphorylation |
Actinonin MRPL12 DAP3 MT-TM SIRT3 |
Ubiquinol-10 biosynthesis | Huntington’s Disease signaling Stearate Biosynthesis I (animals) FAT10 signaling pathway D-myo-inositol (1,4,5,6)-tetraphosphate biosynthesis D-myo-inositol (3,4,5,6)-tetrabiphosphate biosynthesis |
HNF4A Glucagon Desmopressin CALCA BCAN |
Acyl-CoA hydrolysis |
2 mo 28Si | FXR/RXR activation-FOXA2 up, HPX down, RARA down, SAA1 * down Role of Oct4 in Mammalian Embryonic stem cell pluripotency-FOXA2 up, RARA down Acute phase response signaling-HP, HPX (hemopexin), SAA1 * all down TR/RXR activation-HP (haptoglobin) and THRSP (thyroid hormone responsive) |
Lipopolysaccharide TNF RORC IL1B NR1H4 |
Acute phase response signaling Fcy receptor mediated phagocytosis in macrophages and monocytes Stearate biosynthesis I (animals) Caveolae-mediated endocytosis signaling Leukocyte extravasation signaling |
HNF4A miR-1-3p(and other miRNAs w/seed GGAAUGU) ACOX1 ESR1 Fulvestrant |
||
4 mo 28Si | Unfolded protein response-DNAJB9, HSPA5, Hspa1b, SYVN1 (synoviolin 1) all down IL-7 signaling pathway-IGHG1, Ighg2b, Ighg2c all up Phagosome formation-IGHG1, Ighg2b, MARCO (macrophage receptor with collagenous structure) all up Autoimmune thyroid disease signaling-IGHG1, Ighg2b both up Hematopoiesis from pluripotent stem cells-same as above |
CLOCK ATF6 Thapsigargin HTT tunicamycin |
Phosphatidylethanolamine biosynthesis II (choline kinase alpha up), ER stress pathway (heat shock protein A(HSP70) member 5 down) | Huntington’s Disease Signaling 3-phoshoinsositide degradation D-myo-inositol-5-phosphate metabolism Superpathway of inositol phosphate compounds 3-phosphoinositide biosynthesis |
HNF4A miR-30c-5p(and other miRNAs w/seed GUAAACA) PPARA KLF3 SREBF1 |
|
9 mo 28Si | Acetone Degradation I (to Methylglyoxal)-CYP2A6 down, CYP2C8 down, CYP4A22 up Stearate biosynthesis I (animals)-ACOT1 down, CYP4A22 up, ELOVL6(ELOVL fatty acid elongase 6) down Nicotine Degradation III-CYP2A6, CYP2C8, UGT1A4 all down Melatonin Degradation I-same as above Nicotine Degradation II-same |
STAT5B Pirinixic acid RORC L-triiodothyronine PPARA |
Acyl-CoA hydrolysis, ubiquinol-10 biosynthesis | Remodeling of epithelial adherens junctions Caveolar-mediated endocytosis signaling Clathrin-mediated endocytosis signaling Paxillin signaling Integrin signaling |
HNF4A ERBB3 IL4 RHOJ ciprofibrate |
|
12 mo 28Si | only 1 gene upregulated | Gm22154 | Aldosterone signaling in epithelial cells Protein ubiquitination pathway Stearate Biosynthesis I (animals) Acute phase response signaling FAT10 signaling pathway |
Pirinixic acid ELL2 HNF4A CYP2E1 ciprofibrate |
sirtuin signaling pathway | |
1 mo 1 Gy | Stearate Biosynthesis I (animals)-ACOT1 (acyl-CoA thioesterase 1) down; ACOT4 down; CYP4A11 down; FASN (fatty acid synthase) up Superpathway of cholesterol biosynthesis-FDPS (farnesyl diphosphate synthase) up; MVD (mevalonate diphosphate decarboxylase) up; SQLE (squalene epoxidase) up Acyl-CoA hydrolysis-ACOT1; ACOT4 Superpathway of geranylgeranyl diphosphate biosynthesis I (via Mevalonate) TR/RXR activation-BCL3 (B cell CLL/lymphoma 3) up; FASN up; HP (haptoglobin) up |
FGR19 PPARA SCAP CFTR SREBF1 |
Palmitate biosynthesis I, ubiquinol-10 biosynthesis | Sirtuin signaling pathway Antigen presentation pathway Phagosome maturation Remodeling of epithelia adherens junctions Molybdenum cofactor biosynthesis |
HNF4A POR SREBF1 SCAP ESR1 |
PTEN signaling, sumoylation, death receptor signaling |
2 mo 1 Gy | EIF2 signaling mTOR signaling Regulation of eIF4 and p70S6K signaling Unfolded protein response Complement system |
MLXIPL Lipopolysaccharide YAP1 IL6 CTNNB1 |
Ubiquinol-10 biosynthesis, sphingosine-1-phosphate signaling | Stearate Biosynthesis I (animals) 3-phosphoinositide degradation Clathrin-mediated endocytosis signaling 3-phosphoinositide biosynthesis D-myo-inositol (1,4,5,6)-tetra bisphosphate biosynthesis |
CFTR TO-901317 Pirinixic acid HNF4A PPARA |
|
4 mo 1 Gy | Unfolded protein response ER stress pathway-CALR, DDIT3, DNAJC3, EIF2AK3, HSP90B1, HSPA5, XBP1 all down LXR/RXR activation FXR/RXR activation Acute phase response signaling |
XBP1 Tunicamycin ERN1 RORC RORA |
NRF2-mediated oxidative stress response, acyl-coA hydrolysis, ubiquinol-10 biosynthesis, palmitate biosynthesis I (fatty acid synthase up), fatty acid biosynthesis Initiation II(same from palmitate pathway) | NAD Salvage Pathway II Cholesterol Biosynthesis I Cholesterol Biosynthesis II (via 24,25-dihydrolanosterol) Cholesterol Biosynthesis III (via Desmosterol) TWEAK signaling |
HNF4A Methylprednisolone miR-155-5p (miRNAs w/seed UAAUGCU) PML DMD |
|
9 mo 1 Gy | Role of JAK2 in hormone-like cytokine signaling-IRS2 (insulin receptor substrate 2), SOCS2 (suppressor of cytokine signaling), SOCS3 all up Acute phase response signaling-IL1R1, SAA1 * (serum amyloid A1), SOCS2, SOCS3, all up TF (transferrin) down Sirtuin signaling pathway-ARNTL, CDH1, GADD45G, MT-ND4, MT-ND5 all up, MYCN (MYCN proto-oncogene, bHLH TF) down IGF-1 signaling-IGFBP1, IRS2, SOCS2, SOC3 all up IL-9 signaling-IRS2, SOCS2, SOCS3 all up |
RORC Dexamethasone IL1B RORA tretinoin |
PXR/RXR signaling-CYP2A6 down, CYP2B6 down, IGFBP1 up, LXR/RXR-IL1R1 up, SAA1 * up, TF down, FXR/RXR-SAA1 * up, SLC22A7 up, TF down Phosphatidylethanolamine biosynthesis II (choline kinase alpha up) |
Glycine Betaine Degradation Clathrin-mediated endocytosis signaling Methionine salvage II (mammalian) L-serine degradation Caveolar-mediated endocytosis signaling |
Diethylnitrosamine miR-155-3p (miRNAs w/seed UCCUACC) RORA TP53 NCOA6 |
Sirtuin signaling pathway, superoxide radicals degradation |
12 mo 1 Gy | Mitochondrial dysfunction VDR/RXR activation-EP300, FOXO1, GADD45A, NCOR2, and PPARD all down, HR up B cell receptor signaling-9 molecules exported Estrogen receptor signaling-EP300, HNRNPD, NCOR2, RRAS, SPEN, TAF15, TAF4B all down Acute phase response signaling-IL1R1, IL6R, MAP3K5, RRAS, SAA1 *, SAA2-SAA4, SERPINA3, SOCS3 all down |
ST1926 IL3 EPOR Lipopolysaccharide IL1B |
Sirtuin signaling, mTOR | Stearate Biosynthesis I (animals) Acyl-CoA hydrolysis Acetone Degradation I (to methylglyoxal) Clathrin-mediated endocytosis signaling Sirtuin signaling pathway |
NKX2-2-AS1 HNF4A Pirinixic acid Ciprofibrate di(2-ethylhexyl) phthalate |
mitochondrial L-carnitine shuttle pathway |
1 mo 3 Gy | IL-17A signaling in fibroblasts-CEBPB (CCAAT enhancer binding protein beta) up; CEBPD (delta) up; JUN (Jun proto-oncogene) up; LCN2 (lipocalin 2) down Glucocorticoid receptor signaling-AR (androgen receptor) up; CDKN1A (cyclin dependent kinase inhibitor 1A) up; CEBPB up; DUSP1 (dual specificity phosphatase 1) up; FKBP5 (FK506 binding protein 5) up; JUN up; TSC22D3 (TSC22 domain family member 3) up Acute phase response signaling-APCS (amyloid P component, serum) down; CEBPB up; IL6R (interleukin 6 receptor) up; JUN up; SAA1 (serum amyloid A1) down JAK/Stat Signaling-CDKN1A (cyclin dependent kinase inhibitor 1A) up; CEBPB up; Jun up Hepatic Fibrosis/Hepatic Stellate Cell Activation-COL15A1 (collagen type XV alpha 1 chain) down; COL25A1 (collagen type XXV alpha chain) down; CTGF (connective tissue growth factor) up, IL6R up |
TNF IL1B IFNG Glucocorticoid dexamethasone |
Sumoylation pathway | Remodeling of epithelial adherns junctions Clathrin-mediated endocytosis signaling Systemic lupus erythematosus signaling Fcy receptor-mediated phagocytosis in macrophages and monocytes Caveolar-mediated endocytosis signaling |
HNF4A SREBF1 TLE3 miR-30c-5p (and other miRNAs w/seed GUAAACA) COMMD1 |
Insulin receptor signaling, sirtuin signaling pathway, mTOR signaling, PPAR signaling, PI3K/AKT signaling, ceramide signaling (sphingomyelin phosphodiesterase 4 (up)), PTEN Signaling |
2 mo 3 Gy | EIF2 signaling Regulation of eIF4 and p70S6K signaling mTOR signaling Unfolded protein response NRF2-mediated oxidative stress response |
MLXIPL YAP1 Tunicamycin XBP1 MYCN |
Sirtuin signaling pathway, ceramide signaling, ER stress pathway | Acute phase response signaling Clathrin-mediated endocytosis signaling tRNA charging RhoGDI signaling Death Receptor signaling |
Monobutyl phthalate HNF4A CST5 OGA 2,4,5,2′,4′,5′-heachlorobiphenyl |
|
4 mo 3 Gy | Oxidative phosphorylation Mito dysfunction Sirtuin signaling pathway-FOXO1, MT-CYB, MT-ND2, MT-ND4, MT-ND5, PPARGC1A all up, RRP9 down Unfolded protein response-HSPA5, Hspa1b, SYVN1 all down Granzyme B signaling-ENDOG (endonuclease G), LMNB2 (lamin B2) both down PXR/RXR activation-CYP2C8, FOXO1, PPARGC1A all up FXR/RXR activation-FOXO1 up, PPARGC1A up, SAA1 * down |
IL1B THBS4 STAT3 ALKBH1 NSUN3 |
JAK/Stat signaling IL-7 signaling pathway Reelin Signaling in Neurons Clathrin-mediated endocytosis signaling Systemic lupus erythematosus signaling |
HNF4A Glucagon SREBF1 Insulin PPARGC1B |
Sirtuin signaling, sphigosine-1-phosphate signaling, ubiquinol-10 biosynthesis (coenzyme Q3, methyltransferase up & cytochrome P450 family 46 subfamily A member 1 (down)) | |
9 mo 3 Gy | Mito dysfunction Oxidative phosphorylation IL-7 signaling pathway-IGHG1, Ighg2b, Ighg2c, MYC all up, JUN down Sirtuin signaling pathway-HIST1H4J & JUN down, MT-ND2, MT-ND4, MT-ND6, MYC, NDUFB4 all up LPS/IL-1 mediated inhibition of RXR function-ALAS1, CYP2A6, CYP7A1, GSTA5, Sult1d1 all up and JUN down |
Lipopolysaccharide RORC NR1I2 RORA Cadmium chloride |
Actin cytoskeleton signaling Acute phase response signaling Integrin signaling Signaling by Rho Family GTPases Remodeling of Epithelial Adherens Junctions |
Desmopressin HNF4A Levodopa PPARA Gcg |
Sirtuin signaling pathway, sphingosine-1-phosphate signaling | |
12 mo 3 Gy | Aryl hydrocarbon receptor signaling-DCT (dopachrome tautomerase) up, EP300, NCROR2, NFIA, NFIC, TP53 all down RAR activation-CYP26A1 up, ARID1A, EP300, NCOR2, ZBTB16 all down Iron homeostasis signaling pathway-ATP6V0C, EPAS1, IL6R all down, TFRC up Superpathway of cholesterol biosynthesis-DHCR7 down, FDPS up Hereditary breast cancer signaling-ARID1A, EP300, TP53 all down, UBC (ubiquitin) up |
Diethylnitrosamine ACOX1 Hydrogen peroxide Pirinixic acid TAS-103 |
PPARalpha/RXRalpha-BCL3, EP300, NCOR2 all down, Cyp2c54 up, sumoylation pathway | Tight Junction Signaling RhoGDI Signaling Huntington’s Disease Signaling Mechanisms of Viral Exit from Host cells LXR/RXR activation |
HNF4A CST5 SREBF1 D-glucose IPMK |