Tissue | Expression Dynamics | Abbreviation |
Cervix | ![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/Cervix/NF1_pca_on_diff_genes.png) | CC: Cervix cancer |
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions |
N_HPV: HPV-infected normal cervix |
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/NF1_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/NF1_pca_on_diff_genes.png) | AD: Adenomas |
SER: Sessile serrated lesions |
MSI-H: Microsatellite-high colorectal cancer |
MSS: Microsatellite stable colorectal cancer |
Endometrium | ![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/Endometrium/NF1_pca_on_diff_genes.png) | AEH: Atypical endometrial hyperplasia |
EEC: Endometrioid 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/NF1_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/NF1_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/NF1_pca_on_diff_genes.png) | AAH: Atypical adenomatous hyperplasia |
AIS: Adenocarcinoma in situ |
IAC: Invasive lung adenocarcinoma |
MIA: Minimally invasive adenocarcinoma |
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/NF1_pca_on_diff_genes.png) | EOLP: Erosive Oral lichen planus |
LP: leukoplakia |
NEOLP: Non-erosive oral lichen planus |
OSCC: Oral squamous cell carcinoma |
Prostate | ![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/Prostate/NF1_pca_on_diff_genes.png) | BPH: Benign Prostatic Hyperplasia |
Skin | ![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/Skin/NF1_pca_on_diff_genes.png) | AK: Actinic keratosis |
cSCC: Cutaneous squamous cell carcinoma |
SCCIS:squamous cell carcinoma in situ |
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/NF1_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:003286818 | Esophagus | ESCC | response to insulin | 156/8552 | 264/18723 | 7.21e-06 | 7.20e-05 | 156 |
GO:00103904 | Esophagus | ESCC | histone monoubiquitination | 25/8552 | 29/18723 | 7.24e-06 | 7.20e-05 | 25 |
GO:003367420 | Esophagus | ESCC | positive regulation of kinase activity | 260/8552 | 467/18723 | 7.26e-06 | 7.22e-05 | 260 |
GO:00071799 | Esophagus | ESCC | transforming growth factor beta receptor signaling pathway | 121/8552 | 198/18723 | 8.26e-06 | 8.03e-05 | 121 |
GO:004814514 | Esophagus | ESCC | regulation of fibroblast proliferation | 56/8552 | 80/18723 | 9.08e-06 | 8.71e-05 | 56 |
GO:00019595 | Esophagus | ESCC | regulation of cytokine-mediated signaling pathway | 95/8552 | 150/18723 | 9.48e-06 | 9.04e-05 | 95 |
GO:007030217 | Esophagus | ESCC | regulation of stress-activated protein kinase signaling cascade | 119/8552 | 195/18723 | 1.07e-05 | 1.01e-04 | 119 |
GO:003134616 | Esophagus | ESCC | positive regulation of cell projection organization | 201/8552 | 353/18723 | 1.19e-05 | 1.11e-04 | 201 |
GO:003952813 | Esophagus | ESCC | cytoplasmic pattern recognition receptor signaling pathway in response to virus | 28/8552 | 34/18723 | 1.21e-05 | 1.12e-04 | 28 |
GO:003051819 | Esophagus | ESCC | intracellular steroid hormone receptor signaling pathway | 76/8552 | 116/18723 | 1.25e-05 | 1.15e-04 | 76 |
GO:004340119 | Esophagus | ESCC | steroid hormone mediated signaling pathway | 87/8552 | 136/18723 | 1.25e-05 | 1.15e-04 | 87 |
GO:1901654111 | Esophagus | ESCC | response to ketone | 118/8552 | 194/18723 | 1.45e-05 | 1.31e-04 | 118 |
GO:00060069 | Esophagus | ESCC | glucose metabolic process | 119/8552 | 196/18723 | 1.51e-05 | 1.36e-04 | 119 |
GO:001072010 | Esophagus | ESCC | positive regulation of cell development | 172/8552 | 298/18723 | 1.74e-05 | 1.55e-04 | 172 |
GO:1901216111 | Esophagus | ESCC | positive regulation of neuron death | 65/8552 | 97/18723 | 1.76e-05 | 1.56e-04 | 65 |
GO:001648514 | Esophagus | ESCC | protein processing | 134/8552 | 225/18723 | 1.81e-05 | 1.60e-04 | 134 |
GO:000941611 | Esophagus | ESCC | response to light stimulus | 183/8552 | 320/18723 | 2.03e-05 | 1.76e-04 | 183 |
GO:00425524 | Esophagus | ESCC | myelination | 85/8552 | 134/18723 | 2.51e-05 | 2.13e-04 | 85 |
GO:20010228 | Esophagus | ESCC | positive regulation of response to DNA damage stimulus | 69/8552 | 105/18723 | 2.66e-05 | 2.22e-04 | 69 |
GO:00072724 | Esophagus | ESCC | ensheathment of neurons | 86/8552 | 136/18723 | 2.68e-05 | 2.24e-04 | 86 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa040142 | Cervix | CC | Ras signaling pathway | 51/1267 | 236/8465 | 3.55e-03 | 1.34e-02 | 7.91e-03 | 51 |
hsa040109 | Cervix | CC | MAPK signaling pathway | 62/1267 | 302/8465 | 4.89e-03 | 1.67e-02 | 9.86e-03 | 62 |
hsa0401411 | Cervix | CC | Ras signaling pathway | 51/1267 | 236/8465 | 3.55e-03 | 1.34e-02 | 7.91e-03 | 51 |
hsa0401012 | Cervix | CC | MAPK signaling pathway | 62/1267 | 302/8465 | 4.89e-03 | 1.67e-02 | 9.86e-03 | 62 |
hsa01521 | Colorectum | AD | EGFR tyrosine kinase inhibitor resistance | 29/2092 | 79/8465 | 1.15e-02 | 4.24e-02 | 2.71e-02 | 29 |
hsa015211 | Colorectum | AD | EGFR tyrosine kinase inhibitor resistance | 29/2092 | 79/8465 | 1.15e-02 | 4.24e-02 | 2.71e-02 | 29 |
hsa015212 | Colorectum | FAP | EGFR tyrosine kinase inhibitor resistance | 26/1404 | 79/8465 | 2.69e-04 | 2.19e-03 | 1.33e-03 | 26 |
hsa04010 | Colorectum | FAP | MAPK signaling pathway | 68/1404 | 302/8465 | 4.00e-03 | 1.67e-02 | 1.02e-02 | 68 |
hsa015213 | Colorectum | FAP | EGFR tyrosine kinase inhibitor resistance | 26/1404 | 79/8465 | 2.69e-04 | 2.19e-03 | 1.33e-03 | 26 |
hsa040101 | Colorectum | FAP | MAPK signaling pathway | 68/1404 | 302/8465 | 4.00e-03 | 1.67e-02 | 1.02e-02 | 68 |
hsa015214 | Colorectum | CRC | EGFR tyrosine kinase inhibitor resistance | 22/1091 | 79/8465 | 2.89e-04 | 3.45e-03 | 2.34e-03 | 22 |
hsa04014 | Colorectum | CRC | Ras signaling pathway | 49/1091 | 236/8465 | 4.04e-04 | 4.50e-03 | 3.05e-03 | 49 |
hsa040102 | Colorectum | CRC | MAPK signaling pathway | 56/1091 | 302/8465 | 2.76e-03 | 1.77e-02 | 1.20e-02 | 56 |
hsa015215 | Colorectum | CRC | EGFR tyrosine kinase inhibitor resistance | 22/1091 | 79/8465 | 2.89e-04 | 3.45e-03 | 2.34e-03 | 22 |
hsa040141 | Colorectum | CRC | Ras signaling pathway | 49/1091 | 236/8465 | 4.04e-04 | 4.50e-03 | 3.05e-03 | 49 |
hsa040103 | Colorectum | CRC | MAPK signaling pathway | 56/1091 | 302/8465 | 2.76e-03 | 1.77e-02 | 1.20e-02 | 56 |
hsa0152110 | Esophagus | ESCC | EGFR tyrosine kinase inhibitor resistance | 55/4205 | 79/8465 | 2.44e-04 | 8.78e-04 | 4.50e-04 | 55 |
hsa0152115 | Esophagus | ESCC | EGFR tyrosine kinase inhibitor resistance | 55/4205 | 79/8465 | 2.44e-04 | 8.78e-04 | 4.50e-04 | 55 |
hsa015216 | Liver | Cirrhotic | EGFR tyrosine kinase inhibitor resistance | 35/2530 | 79/8465 | 4.50e-03 | 1.70e-02 | 1.05e-02 | 35 |
hsa0152111 | Liver | Cirrhotic | EGFR tyrosine kinase inhibitor resistance | 35/2530 | 79/8465 | 4.50e-03 | 1.70e-02 | 1.05e-02 | 35 |
TF | Cell Type | Tissue | Disease Stage | Target Gene | RSS | Regulon Activity |
NF1 | ISLET | Pancreas | Healthy | PWRN1,TMEM260,LRIG3, etc. | 2.22e-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/Pancreas/Str/TF_Healthy/regulons_activity_in_dotplot.png) |
NF1 | MSC | Prostate | ADJ | CCDC102B,NARS2,CADPS, etc. | 4.55e-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/Prostate/Str/TF_ADJ/regulons_activity_in_dotplot.png) |
NF1 | MSC | Prostate | BPH | CCDC102B,NARS2,CADPS, etc. | 2.75e-03 | ![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_BPH/regulons_activity_in_dotplot.png) |
NF1 | FIB | Prostate | Healthy | CCDC102B,NARS2,CADPS, etc. | 7.69e-03 | ![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) |
NF1 | MSC | Prostate | Tumor | CCDC102B,NARS2,CADPS, etc. | 1.59e-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/Prostate/Str/TF_Tumor/regulons_activity_in_dotplot.png) |
Hugo Symbol | Variant Class | Variant Classification | dbSNP RS | HGVSc | HGVSp | HGVSp Short | SWISSPROT | BIOTYPE | SIFT | PolyPhen | Tumor Sample Barcode | Tissue | Histology | Sex | Age | Stage | Therapy Types | Drugs | Outcome |
NF1 | SNV | Missense_Mutation | | c.1570N>C | p.Glu524Gln | p.E524Q | P21359 | protein_coding | tolerated(0.1) | possibly_damaging(0.732) | TCGA-A2-A0YK-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | cytoxan | SD |
NF1 | SNV | Missense_Mutation | novel | c.374N>C | p.Arg125Pro | p.R125P | P21359 | protein_coding | tolerated(0.21) | possibly_damaging(0.567) | TCGA-A7-A6VY-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | cyclophosphamide | CR |
NF1 | SNV | Missense_Mutation | | c.4054N>G | p.Ser1352Gly | p.S1352G | P21359 | protein_coding | tolerated(0.21) | benign(0.012) | TCGA-A8-A06X-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
NF1 | SNV | Missense_Mutation | | c.3917G>A | p.Arg1306Gln | p.R1306Q | P21359 | protein_coding | tolerated(0.65) | benign(0.19) | TCGA-A8-A083-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
NF1 | SNV | Missense_Mutation | | c.2147A>T | p.Glu716Val | p.E716V | P21359 | protein_coding | deleterious(0) | probably_damaging(0.983) | TCGA-AC-A23C-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | chemo | CR |
NF1 | SNV | Missense_Mutation | | c.7053N>G | p.Phe2351Leu | p.F2351L | P21359 | protein_coding | tolerated(0.08) | benign(0.063) | TCGA-AN-A0XW-01 | Breast | breast invasive carcinoma | Female | <65 | III/IV | Unknown | Unknown | SD |
NF1 | SNV | Missense_Mutation | | c.3748C>T | p.Arg1250Trp | p.R1250W | P21359 | protein_coding | deleterious(0) | probably_damaging(0.973) | TCGA-AO-A12H-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Hormone Therapy | arimidex | SD |
NF1 | SNV | Missense_Mutation | rs876660206 | c.4341G>C | p.Gln1447His | p.Q1447H | P21359 | protein_coding | deleterious(0.01) | possibly_damaging(0.905) | TCGA-AR-A1AW-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Chemotherapy | docetaxel | SD |
NF1 | SNV | Missense_Mutation | novel | c.5713A>C | p.Thr1905Pro | p.T1905P | P21359 | protein_coding | deleterious(0) | probably_damaging(0.961) | TCGA-AR-A1AY-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unspecific | Doxorubicin | SD |
NF1 | SNV | Missense_Mutation | rs774893767 | c.5680G>C | p.Glu1894Gln | p.E1894Q | P21359 | protein_coding | deleterious(0.02) | possibly_damaging(0.867) | TCGA-B6-A0IB-01 | Breast | breast invasive carcinoma | Female | <65 | III/IV | Unknown | Unknown | PD |
Entrez ID | Symbol | Category | Interaction Types | Drug Claim Name | Drug Name | PMIDs |
4763 | NF1 | CLINICALLY ACTIONABLE, DRUG RESISTANCE | | MEK162 | BINIMETINIB | |
4763 | NF1 | CLINICALLY ACTIONABLE, DRUG RESISTANCE | | VEMURAFENIB | VEMURAFENIB | 23288408 |
4763 | NF1 | CLINICALLY ACTIONABLE, DRUG RESISTANCE | | PD-325901 | | |
4763 | NF1 | CLINICALLY ACTIONABLE, DRUG RESISTANCE | | SELUMETINIB | SELUMETINIB | |
4763 | NF1 | CLINICALLY ACTIONABLE, DRUG RESISTANCE | | MEK INHIBITOR PD0325901 | | 23171796 |
4763 | NF1 | CLINICALLY ACTIONABLE, DRUG RESISTANCE | | JQ1 COMPOUND | | 24373973 |
4763 | NF1 | CLINICALLY ACTIONABLE, DRUG RESISTANCE | | SIROLIMUS | SIROLIMUS | 23171796 |
4763 | NF1 | CLINICALLY ACTIONABLE, DRUG RESISTANCE | | TRAMETINIB | TRAMETINIB | 29127119 |
4763 | NF1 | CLINICALLY ACTIONABLE, DRUG RESISTANCE | | Trametinib | TRAMETINIB | |
4763 | NF1 | CLINICALLY ACTIONABLE, DRUG RESISTANCE | | Cobimetinib | COBIMETINIB | |