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:0046034 | Colorectum | AD | ATP metabolic process | 142/3918 | 277/18723 | 2.64e-29 | 8.26e-26 | 142 |
GO:0006091 | Colorectum | AD | generation of precursor metabolites and energy | 209/3918 | 490/18723 | 3.17e-28 | 6.61e-25 | 209 |
GO:0016032 | Colorectum | AD | viral process | 168/3918 | 415/18723 | 4.67e-20 | 3.66e-17 | 168 |
GO:0009896 | Colorectum | AD | positive regulation of catabolic process | 180/3918 | 492/18723 | 4.33e-16 | 1.94e-13 | 180 |
GO:0009150 | Colorectum | AD | purine ribonucleotide metabolic process | 142/3918 | 368/18723 | 4.29e-15 | 1.17e-12 | 142 |
GO:0006163 | Colorectum | AD | purine nucleotide metabolic process | 149/3918 | 396/18723 | 1.08e-14 | 2.80e-12 | 149 |
GO:0072521 | Colorectum | AD | purine-containing compound metabolic process | 153/3918 | 416/18723 | 4.34e-14 | 1.01e-11 | 153 |
GO:0031331 | Colorectum | AD | positive regulation of cellular catabolic process | 156/3918 | 427/18723 | 4.68e-14 | 1.05e-11 | 156 |
GO:0009259 | Colorectum | AD | ribonucleotide metabolic process | 144/3918 | 385/18723 | 5.25e-14 | 1.13e-11 | 144 |
GO:0009895 | Colorectum | AD | negative regulation of catabolic process | 124/3918 | 320/18723 | 1.66e-13 | 3.35e-11 | 124 |
GO:0019693 | Colorectum | AD | ribose phosphate metabolic process | 145/3918 | 396/18723 | 3.01e-13 | 5.71e-11 | 145 |
GO:0009117 | Colorectum | AD | nucleotide metabolic process | 168/3918 | 489/18723 | 2.20e-12 | 3.36e-10 | 168 |
GO:0006753 | Colorectum | AD | nucleoside phosphate metabolic process | 169/3918 | 497/18723 | 4.99e-12 | 6.98e-10 | 169 |
GO:0019058 | Colorectum | AD | viral life cycle | 119/3918 | 317/18723 | 6.18e-12 | 8.23e-10 | 119 |
GO:0051098 | Colorectum | AD | regulation of binding | 126/3918 | 363/18723 | 6.01e-10 | 4.88e-08 | 126 |
GO:0009144 | Colorectum | AD | purine nucleoside triphosphate metabolic process | 43/3918 | 88/18723 | 5.05e-09 | 3.19e-07 | 43 |
GO:0009135 | Colorectum | AD | purine nucleoside diphosphate metabolic process | 47/3918 | 103/18723 | 1.61e-08 | 9.22e-07 | 47 |
GO:0009179 | Colorectum | AD | purine ribonucleoside diphosphate metabolic process | 47/3918 | 103/18723 | 1.61e-08 | 9.22e-07 | 47 |
GO:0006090 | Colorectum | AD | pyruvate metabolic process | 47/3918 | 106/18723 | 4.85e-08 | 2.55e-06 | 47 |
GO:0009185 | Colorectum | AD | ribonucleoside diphosphate metabolic process | 47/3918 | 106/18723 | 4.85e-08 | 2.55e-06 | 47 |
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 | agonist | CHEMBL186179 | MURAGLITAZAR | |
5465 | PPARA | TRANSCRIPTION FACTOR, ENZYME, DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTOR | | CIGLITAZONE | CIGLITAZONE | 23566516 |
5465 | PPARA | TRANSCRIPTION FACTOR, ENZYME, DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTOR | agonist | CHEMBL424133 | LY-518674 | |
5465 | PPARA | TRANSCRIPTION FACTOR, ENZYME, DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTOR | | DRF 10945 | | |
5465 | PPARA | TRANSCRIPTION FACTOR, ENZYME, DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTOR | | 2,4,6-TRIBROMOPHENOL | CHEMBL220087 | |
5465 | PPARA | TRANSCRIPTION FACTOR, ENZYME, DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTOR | | CDT-fenofibrate | | |
5465 | PPARA | TRANSCRIPTION FACTOR, ENZYME, DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTOR | | phenprocoumon | PHENPROCOUMON | 25461249 |