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:004352412 | Thyroid | ATC | negative regulation of neuron apoptotic process | 66/6293 | 145/18723 | 1.86e-03 | 9.11e-03 | 66 |
GO:005127117 | Thyroid | ATC | negative regulation of cellular component movement | 150/6293 | 367/18723 | 1.99e-03 | 9.54e-03 | 150 |
GO:007149811 | Thyroid | ATC | cellular response to fluid shear stress | 14/6293 | 21/18723 | 1.99e-03 | 9.54e-03 | 14 |
GO:200014617 | Thyroid | ATC | negative regulation of cell motility | 147/6293 | 359/18723 | 2.01e-03 | 9.60e-03 | 147 |
GO:004865916 | Thyroid | ATC | smooth muscle cell proliferation | 81/6293 | 184/18723 | 2.02e-03 | 9.60e-03 | 81 |
GO:00485688 | Thyroid | ATC | embryonic organ development | 172/6293 | 427/18723 | 2.08e-03 | 9.84e-03 | 172 |
GO:004863815 | Thyroid | ATC | regulation of developmental growth | 136/6293 | 330/18723 | 2.17e-03 | 1.02e-02 | 136 |
GO:003505111 | Thyroid | ATC | cardiocyte differentiation | 70/6293 | 156/18723 | 2.18e-03 | 1.02e-02 | 70 |
GO:007208014 | Thyroid | ATC | nephron tubule development | 44/6293 | 91/18723 | 2.49e-03 | 1.15e-02 | 44 |
GO:000941027 | Thyroid | ATC | response to xenobiotic stimulus | 184/6293 | 462/18723 | 2.70e-03 | 1.23e-02 | 184 |
GO:0050673111 | Thyroid | ATC | epithelial cell proliferation | 174/6293 | 437/18723 | 3.49e-03 | 1.55e-02 | 174 |
GO:1903706112 | Thyroid | ATC | regulation of hemopoiesis | 148/6293 | 367/18723 | 3.87e-03 | 1.68e-02 | 148 |
GO:004866016 | Thyroid | ATC | regulation of smooth muscle cell proliferation | 78/6293 | 180/18723 | 4.00e-03 | 1.73e-02 | 78 |
GO:0060350 | Thyroid | ATC | endochondral bone morphogenesis | 28/6293 | 54/18723 | 4.27e-03 | 1.80e-02 | 28 |
GO:00352654 | Thyroid | ATC | organ growth | 77/6293 | 178/18723 | 4.45e-03 | 1.85e-02 | 77 |
GO:20001062 | Thyroid | ATC | regulation of leukocyte apoptotic process | 39/6293 | 81/18723 | 4.65e-03 | 1.92e-02 | 39 |
GO:0045637113 | Thyroid | ATC | regulation of myeloid cell differentiation | 89/6293 | 210/18723 | 4.75e-03 | 1.96e-02 | 89 |
GO:00330281 | Thyroid | ATC | myeloid cell apoptotic process | 17/6293 | 29/18723 | 4.95e-03 | 2.03e-02 | 17 |
GO:0003151 | Thyroid | ATC | outflow tract morphogenesis | 36/6293 | 74/18723 | 5.19e-03 | 2.12e-02 | 36 |
GO:003283512 | Thyroid | ATC | glomerulus development | 31/6293 | 62/18723 | 5.52e-03 | 2.24e-02 | 31 |
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) |