Tissue | Expression Dynamics | Abbreviation |
Colorectum (GSE201348) | ![The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.](images/deg_images/Colorectum/Becker/PPARA_pca_on_diff_genes.png) | FAP: Familial adenomatous polyposis |
CRC: Colorectal cancer |
Colorectum (HTA11) | ![The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.](images/deg_images/Colorectum/Chen/PPARA_pca_on_diff_genes.png) | AD: Adenomas |
SER: Sessile serrated lesions |
MSI-H: Microsatellite-high colorectal cancer |
MSS: Microsatellite stable colorectal cancer |
Liver | ![The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.](images/deg_images/Liver/PPARA_pca_on_diff_genes.png) | HCC: Hepatocellular carcinoma |
NAFLD: Non-alcoholic fatty liver disease |
Oral Cavity | ![The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.](images/deg_images/OralCavity/PPARA_pca_on_diff_genes.png) | EOLP: Erosive Oral lichen planus |
LP: leukoplakia |
NEOLP: Non-erosive oral lichen planus |
OSCC: Oral squamous cell carcinoma |
GO ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | Count |
GO:00344405 | Liver | NAFLD | lipid oxidation | 33/1882 | 108/18723 | 2.96e-09 | 4.56e-07 | 33 |
GO:00160327 | Liver | NAFLD | viral process | 80/1882 | 415/18723 | 7.71e-09 | 1.07e-06 | 80 |
GO:00713836 | Liver | NAFLD | cellular response to steroid hormone stimulus | 48/1882 | 204/18723 | 1.50e-08 | 1.83e-06 | 48 |
GO:00302585 | Liver | NAFLD | lipid modification | 49/1882 | 212/18723 | 1.97e-08 | 2.17e-06 | 49 |
GO:00098957 | Liver | NAFLD | negative regulation of catabolic process | 65/1882 | 320/18723 | 2.50e-08 | 2.71e-06 | 65 |
GO:00316677 | Liver | NAFLD | response to nutrient levels | 85/1882 | 474/18723 | 8.23e-08 | 7.09e-06 | 85 |
GO:00160426 | Liver | NAFLD | lipid catabolic process | 63/1882 | 320/18723 | 1.35e-07 | 1.02e-05 | 63 |
GO:00305226 | Liver | NAFLD | intracellular receptor signaling pathway | 55/1882 | 265/18723 | 1.39e-07 | 1.03e-05 | 55 |
GO:00434346 | Liver | NAFLD | response to peptide hormone | 76/1882 | 414/18723 | 1.51e-07 | 1.09e-05 | 76 |
GO:00092596 | Liver | NAFLD | ribonucleotide metabolic process | 72/1882 | 385/18723 | 1.51e-07 | 1.09e-05 | 72 |
GO:00160495 | Liver | NAFLD | cell growth | 85/1882 | 482/18723 | 1.75e-07 | 1.25e-05 | 85 |
GO:00196936 | Liver | NAFLD | ribose phosphate metabolic process | 73/1882 | 396/18723 | 2.23e-07 | 1.53e-05 | 73 |
GO:00059965 | Liver | NAFLD | monosaccharide metabolic process | 53/1882 | 257/18723 | 2.89e-07 | 1.92e-05 | 53 |
GO:00091177 | Liver | NAFLD | nucleotide metabolic process | 85/1882 | 489/18723 | 3.31e-07 | 2.18e-05 | 85 |
GO:00108765 | Liver | NAFLD | lipid localization | 79/1882 | 448/18723 | 4.75e-07 | 2.92e-05 | 79 |
GO:00066356 | Liver | NAFLD | fatty acid beta-oxidation | 23/1882 | 74/18723 | 5.09e-07 | 3.07e-05 | 23 |
GO:00620125 | Liver | NAFLD | regulation of small molecule metabolic process | 63/1882 | 334/18723 | 6.55e-07 | 3.79e-05 | 63 |
GO:00067537 | Liver | NAFLD | nucleoside phosphate metabolic process | 85/1882 | 497/18723 | 6.69e-07 | 3.83e-05 | 85 |
GO:00328685 | Liver | NAFLD | response to insulin | 53/1882 | 264/18723 | 6.99e-07 | 3.95e-05 | 53 |
GO:00060917 | Liver | NAFLD | generation of precursor metabolites and energy | 84/1882 | 490/18723 | 7.03e-07 | 3.95e-05 | 84 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa05415 | Colorectum | AD | Diabetic cardiomyopathy | 114/2092 | 203/8465 | 3.65e-22 | 3.06e-20 | 1.95e-20 | 114 |
hsa04932 | Colorectum | AD | Non-alcoholic fatty liver disease | 90/2092 | 155/8465 | 4.83e-19 | 1.80e-17 | 1.15e-17 | 90 |
hsa04922 | Colorectum | AD | Glucagon signaling pathway | 41/2092 | 107/8465 | 1.18e-03 | 7.75e-03 | 4.94e-03 | 41 |
hsa05160 | Colorectum | AD | Hepatitis C | 54/2092 | 157/8465 | 3.87e-03 | 1.96e-02 | 1.25e-02 | 54 |
hsa054151 | Colorectum | AD | Diabetic cardiomyopathy | 114/2092 | 203/8465 | 3.65e-22 | 3.06e-20 | 1.95e-20 | 114 |
hsa049321 | Colorectum | AD | Non-alcoholic fatty liver disease | 90/2092 | 155/8465 | 4.83e-19 | 1.80e-17 | 1.15e-17 | 90 |
hsa049221 | Colorectum | AD | Glucagon signaling pathway | 41/2092 | 107/8465 | 1.18e-03 | 7.75e-03 | 4.94e-03 | 41 |
hsa051601 | Colorectum | AD | Hepatitis C | 54/2092 | 157/8465 | 3.87e-03 | 1.96e-02 | 1.25e-02 | 54 |
hsa054152 | Colorectum | SER | Diabetic cardiomyopathy | 103/1580 | 203/8465 | 1.45e-25 | 1.61e-23 | 1.17e-23 | 103 |
hsa049322 | Colorectum | SER | Non-alcoholic fatty liver disease | 75/1580 | 155/8465 | 2.16e-17 | 5.99e-16 | 4.35e-16 | 75 |
hsa049222 | Colorectum | SER | Glucagon signaling pathway | 38/1580 | 107/8465 | 2.57e-05 | 3.28e-04 | 2.38e-04 | 38 |
hsa054153 | Colorectum | SER | Diabetic cardiomyopathy | 103/1580 | 203/8465 | 1.45e-25 | 1.61e-23 | 1.17e-23 | 103 |
hsa049323 | Colorectum | SER | Non-alcoholic fatty liver disease | 75/1580 | 155/8465 | 2.16e-17 | 5.99e-16 | 4.35e-16 | 75 |
hsa049223 | Colorectum | SER | Glucagon signaling pathway | 38/1580 | 107/8465 | 2.57e-05 | 3.28e-04 | 2.38e-04 | 38 |
hsa054158 | Colorectum | FAP | Diabetic cardiomyopathy | 70/1404 | 203/8465 | 2.62e-10 | 2.18e-08 | 1.33e-08 | 70 |
hsa049328 | Colorectum | FAP | Non-alcoholic fatty liver disease | 54/1404 | 155/8465 | 1.98e-08 | 6.20e-07 | 3.77e-07 | 54 |
hsa049226 | Colorectum | FAP | Glucagon signaling pathway | 32/1404 | 107/8465 | 4.08e-04 | 3.10e-03 | 1.89e-03 | 32 |
hsa049312 | Colorectum | FAP | Insulin resistance | 32/1404 | 108/8465 | 4.90e-04 | 3.56e-03 | 2.16e-03 | 32 |
hsa04024 | Colorectum | FAP | cAMP signaling pathway | 51/1404 | 225/8465 | 1.02e-02 | 3.68e-02 | 2.24e-02 | 51 |
hsa054159 | Colorectum | FAP | Diabetic cardiomyopathy | 70/1404 | 203/8465 | 2.62e-10 | 2.18e-08 | 1.33e-08 | 70 |
TF | Cell Type | Tissue | Disease Stage | Target Gene | RSS | Regulon Activity |
PPARA | MVA | Breast | Healthy | TNFRSF4,SH3TC1,SLFN11, etc. | 1.51e-01 | ![The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.](images/gene_regulatory/Breast/Str/TF_Healthy/regulons_activity_in_dotplot.png) |
PPARA | MVA | Breast | Precancer | TNFRSF4,SH3TC1,SLFN11, etc. | 2.91e-01 | ![The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.](images/gene_regulatory/Breast/Str/TF_Precancer/regulons_activity_in_dotplot.png) |
PPARA | PVA | Breast | Precancer | TNFRSF4,SH3TC1,SLFN11, etc. | 2.39e-01 | ![The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.](images/gene_regulatory/Breast/Str/TF_Precancer/regulons_activity_in_dotplot.png) |
PPARA | cDC | Lung | IAC | CEP112,PIGL,AL683807.1, etc. | 1.94e-02 | ![The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.](images/gene_regulatory/Lung/Str/TF_IAC/regulons_activity_in_dotplot.png) |
PPARA | M1MAC | Prostate | Healthy | SLC18B1,PTPN9,TGFBR1, etc. | 1.52e-01 | ![The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.](images/gene_regulatory/Prostate/Str/TF_Healthy/regulons_activity_in_dotplot.png) |
PPARA | PTC | Thyroid | ADJ | CCDC69,SAA2,USP43, etc. | 2.14e-01 | ![The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.](images/gene_regulatory/Thyroid/Str/TF_ADJ/regulons_activity_in_dotplot.png) |
PPARA | TFC | Thyroid | ATC | CCDC69,SAA2,USP43, etc. | 8.84e-02 | ![The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.](images/gene_regulatory/Thyroid/Str/TF_ATC/regulons_activity_in_dotplot.png) |
PPARA | iATC | Thyroid | ATC | CCDC69,SAA2,USP43, etc. | 1.25e-01 | ![The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.](images/gene_regulatory/Thyroid/Str/TF_ATC/regulons_activity_in_dotplot.png) |
Entrez ID | Symbol | Category | Interaction Types | Drug Claim Name | Drug Name | PMIDs |
5465 | PPARA | TRANSCRIPTION FACTOR, ENZYME, DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTOR | | T091317 | T091317 | 20350005 |
5465 | PPARA | TRANSCRIPTION FACTOR, ENZYME, DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTOR | | simvastatin | SIMVASTATIN | 23930676,24598718,23252946 |
5465 | PPARA | TRANSCRIPTION FACTOR, ENZYME, DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTOR | | BMS-687453 | CHEMBL1089501 | 20218621 |
5465 | PPARA | TRANSCRIPTION FACTOR, ENZYME, DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTOR | | GTF505 | | |
5465 | PPARA | TRANSCRIPTION FACTOR, ENZYME, DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTOR | | ZYH-1 | | |
5465 | PPARA | TRANSCRIPTION FACTOR, ENZYME, DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTOR | agonist | 135650110 | CLOFIBRATE | |
5465 | PPARA | TRANSCRIPTION FACTOR, ENZYME, DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTOR | | GFT14 | | |
5465 | PPARA | TRANSCRIPTION FACTOR, ENZYME, DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTOR | agonist | 135650558 | LY-510929 | |
5465 | PPARA | TRANSCRIPTION FACTOR, ENZYME, DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTOR | | OLEIC ACID | OLEIC ACID | |
5465 | PPARA | TRANSCRIPTION FACTOR, ENZYME, DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTOR | | CIPROFIBRATE | CIPROFIBRATE | |