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/MEF2C_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/MEF2C_pca_on_diff_genes.png) | AD: Adenomas |
SER: Sessile serrated lesions |
MSI-H: Microsatellite-high colorectal cancer |
MSS: Microsatellite stable colorectal cancer |
Esophagus | ![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/Esophagus/MEF2C_pca_on_diff_genes.png) | ESCC: Esophageal squamous cell carcinoma |
HGIN: High-grade intraepithelial neoplasias |
LGIN: Low-grade intraepithelial neoplasias |
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/MEF2C_pca_on_diff_genes.png) | HCC: Hepatocellular carcinoma |
NAFLD: Non-alcoholic fatty liver disease |
Lung | ![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/Lung/MEF2C_pca_on_diff_genes.png) | AAH: Atypical adenomatous hyperplasia |
AIS: Adenocarcinoma in situ |
IAC: Invasive lung adenocarcinoma |
MIA: Minimally invasive adenocarcinoma |
Thyroid | ![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/Thyroid/MEF2C_pca_on_diff_genes.png) | ATC: Anaplastic thyroid cancer |
HT: Hashimoto's thyroiditis |
PTC: Papillary thyroid cancer |
GO ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | Count |
GO:001092115 | Esophagus | ESCC | regulation of phosphatase activity | 52/8552 | 84/18723 | 1.98e-03 | 8.90e-03 | 52 |
GO:00454454 | Esophagus | ESCC | myoblast differentiation | 52/8552 | 84/18723 | 1.98e-03 | 8.90e-03 | 52 |
GO:007124117 | Esophagus | ESCC | cellular response to inorganic substance | 125/8552 | 226/18723 | 2.17e-03 | 9.67e-03 | 125 |
GO:00456675 | Esophagus | ESCC | regulation of osteoblast differentiation | 77/8552 | 132/18723 | 2.28e-03 | 1.00e-02 | 77 |
GO:0002467 | Esophagus | ESCC | germinal center formation | 12/8552 | 14/18723 | 2.51e-03 | 1.08e-02 | 12 |
GO:00434731 | Esophagus | ESCC | pigmentation | 59/8552 | 98/18723 | 2.64e-03 | 1.12e-02 | 59 |
GO:00353066 | Esophagus | ESCC | positive regulation of dephosphorylation | 38/8552 | 59/18723 | 2.86e-03 | 1.21e-02 | 38 |
GO:00486597 | Esophagus | ESCC | smooth muscle cell proliferation | 103/8552 | 184/18723 | 3.08e-03 | 1.28e-02 | 103 |
GO:190121516 | Esophagus | ESCC | negative regulation of neuron death | 115/8552 | 208/18723 | 3.24e-03 | 1.34e-02 | 115 |
GO:00604856 | Esophagus | ESCC | mesenchyme development | 156/8552 | 291/18723 | 3.76e-03 | 1.53e-02 | 156 |
GO:006053716 | Esophagus | ESCC | muscle tissue development | 211/8552 | 403/18723 | 3.84e-03 | 1.56e-02 | 211 |
GO:00456695 | Esophagus | ESCC | positive regulation of osteoblast differentiation | 43/8552 | 69/18723 | 3.93e-03 | 1.59e-02 | 43 |
GO:00714986 | Esophagus | ESCC | cellular response to fluid shear stress | 16/8552 | 21/18723 | 4.47e-03 | 1.76e-02 | 16 |
GO:00486607 | Esophagus | ESCC | regulation of smooth muscle cell proliferation | 100/8552 | 180/18723 | 4.76e-03 | 1.85e-02 | 100 |
GO:00330025 | Esophagus | ESCC | muscle cell proliferation | 134/8552 | 248/18723 | 4.80e-03 | 1.86e-02 | 134 |
GO:00487052 | Esophagus | ESCC | skeletal system morphogenesis | 120/8552 | 220/18723 | 4.90e-03 | 1.89e-02 | 120 |
GO:00344054 | Esophagus | ESCC | response to fluid shear stress | 24/8552 | 35/18723 | 5.25e-03 | 1.97e-02 | 24 |
GO:001063120 | Esophagus | ESCC | epithelial cell migration | 187/8552 | 357/18723 | 6.05e-03 | 2.23e-02 | 187 |
GO:009013220 | Esophagus | ESCC | epithelium migration | 188/8552 | 360/18723 | 6.96e-03 | 2.54e-02 | 188 |
GO:00016559 | Esophagus | ESCC | urogenital system development | 177/8552 | 338/18723 | 7.51e-03 | 2.69e-02 | 177 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa05418 | Colorectum | AD | Fluid shear stress and atherosclerosis | 54/2092 | 139/8465 | 1.41e-04 | 1.16e-03 | 7.37e-04 | 54 |
hsa04928 | Colorectum | AD | Parathyroid hormone synthesis, secretion and action | 38/2092 | 106/8465 | 6.60e-03 | 2.77e-02 | 1.76e-02 | 38 |
hsa054181 | Colorectum | AD | Fluid shear stress and atherosclerosis | 54/2092 | 139/8465 | 1.41e-04 | 1.16e-03 | 7.37e-04 | 54 |
hsa049281 | Colorectum | AD | Parathyroid hormone synthesis, secretion and action | 38/2092 | 106/8465 | 6.60e-03 | 2.77e-02 | 1.76e-02 | 38 |
hsa054188 | Colorectum | FAP | Fluid shear stress and atherosclerosis | 45/1404 | 139/8465 | 3.05e-06 | 4.63e-05 | 2.81e-05 | 45 |
hsa040222 | Colorectum | FAP | cGMP-PKG signaling pathway | 42/1404 | 167/8465 | 2.84e-03 | 1.27e-02 | 7.70e-03 | 42 |
hsa049286 | Colorectum | FAP | Parathyroid hormone synthesis, secretion and action | 29/1404 | 106/8465 | 3.37e-03 | 1.44e-02 | 8.77e-03 | 29 |
hsa04010 | Colorectum | FAP | MAPK signaling pathway | 68/1404 | 302/8465 | 4.00e-03 | 1.67e-02 | 1.02e-02 | 68 |
hsa054189 | Colorectum | FAP | Fluid shear stress and atherosclerosis | 45/1404 | 139/8465 | 3.05e-06 | 4.63e-05 | 2.81e-05 | 45 |
hsa040223 | Colorectum | FAP | cGMP-PKG signaling pathway | 42/1404 | 167/8465 | 2.84e-03 | 1.27e-02 | 7.70e-03 | 42 |
hsa049287 | Colorectum | FAP | Parathyroid hormone synthesis, secretion and action | 29/1404 | 106/8465 | 3.37e-03 | 1.44e-02 | 8.77e-03 | 29 |
hsa040101 | Colorectum | FAP | MAPK signaling pathway | 68/1404 | 302/8465 | 4.00e-03 | 1.67e-02 | 1.02e-02 | 68 |
hsa05418211 | Esophagus | ESCC | Fluid shear stress and atherosclerosis | 109/4205 | 139/8465 | 2.00e-12 | 3.72e-11 | 1.90e-11 | 109 |
hsa052028 | Esophagus | ESCC | Transcriptional misregulation in cancer | 116/4205 | 193/8465 | 2.08e-03 | 5.95e-03 | 3.05e-03 | 116 |
hsa0492816 | Esophagus | ESCC | Parathyroid hormone synthesis, secretion and action | 66/4205 | 106/8465 | 5.86e-03 | 1.47e-02 | 7.51e-03 | 66 |
hsa05418310 | Esophagus | ESCC | Fluid shear stress and atherosclerosis | 109/4205 | 139/8465 | 2.00e-12 | 3.72e-11 | 1.90e-11 | 109 |
hsa0520213 | Esophagus | ESCC | Transcriptional misregulation in cancer | 116/4205 | 193/8465 | 2.08e-03 | 5.95e-03 | 3.05e-03 | 116 |
hsa0492817 | Esophagus | ESCC | Parathyroid hormone synthesis, secretion and action | 66/4205 | 106/8465 | 5.86e-03 | 1.47e-02 | 7.51e-03 | 66 |
hsa0541842 | Liver | HCC | Fluid shear stress and atherosclerosis | 89/4020 | 139/8465 | 5.58e-05 | 2.88e-04 | 1.60e-04 | 89 |
hsa0541852 | Liver | HCC | Fluid shear stress and atherosclerosis | 89/4020 | 139/8465 | 5.58e-05 | 2.88e-04 | 1.60e-04 | 89 |
TF | Cell Type | Tissue | Disease Stage | Target Gene | RSS | Regulon Activity |
MEF2C | MYOEPI | Breast | ADJ | HLA-DPA1,HLA-DPB1,C1QB, etc. | 6.19e-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_ADJ/regulons_activity_in_dotplot.png) |
MEF2C | STM | Breast | DCIS | HLA-DPA1,HLA-DPB1,C1QB, etc. | 2.21e-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_DCIS/regulons_activity_in_dotplot.png) |
MEF2C | MYOEPI | Breast | Precancer | HLA-DPA1,HLA-DPB1,C1QB, etc. | 5.91e-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) |
MEF2C | CD8TCM | Breast | ADJ | CD74,HLA-DRA,IL32, etc. | 4.64e-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_ADJ/regulons_activity_in_dotplot.png) |
MEF2C | KER | Cervix | Healthy | CYBA,AIF1,MZB1, etc. | 2.70e-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/Cervix/Str/TF_Healthy/regulons_activity_in_dotplot.png) |
MEF2C | STM | Cervix | N_HPV | HLA-DPA1,SAMHD1,CD74, etc. | 4.38e-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/Cervix/Str/TF_N_HPV/regulons_activity_in_dotplot.png) |
MEF2C | BN | Cervix | CC | POU2F2,BLNK,PLCG2, etc. | 1.08e-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/Cervix/Str/TF_CC/regulons_activity_in_dotplot.png) |
MEF2C | BN | Cervix | HSIL_HPV | POU2F2,BLNK,PLCG2, etc. | 1.11e-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/Cervix/Str/TF_HSIL_HPV/regulons_activity_in_dotplot.png) |
MEF2C | BN | Cervix | N_HPV | POU2F2,BLNK,PLCG2, etc. | 1.13e-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/Cervix/Str/TF_N_HPV/regulons_activity_in_dotplot.png) |
MEF2C | ABS | Colorectum | ADJ | SELENBP1,SLC26A2,LINC01687, etc. | 3.28e-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/Colorectum/Str/TF_ADJ/regulons_activity_in_dotplot.png) |