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/PNN_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/PNN_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/PNN_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/PNN_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/PNN_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/PNN_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/PNN_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/PNN_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/PNN_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/PNN_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:0008380113 | Thyroid | PTC | RNA splicing | 273/5968 | 434/18723 | 4.44e-41 | 1.40e-37 | 273 |
GO:0000375113 | Thyroid | PTC | RNA splicing, via transesterification reactions | 202/5968 | 324/18723 | 6.81e-30 | 3.91e-27 | 202 |
GO:0000377113 | Thyroid | PTC | RNA splicing, via transesterification reactions with bulged adenosine as nucleophile | 199/5968 | 320/18723 | 2.96e-29 | 1.44e-26 | 199 |
GO:0000398113 | Thyroid | PTC | mRNA splicing, via spliceosome | 199/5968 | 320/18723 | 2.96e-29 | 1.44e-26 | 199 |
GO:000838034 | Thyroid | ATC | RNA splicing | 270/6293 | 434/18723 | 7.50e-35 | 1.19e-31 | 270 |
GO:000037534 | Thyroid | ATC | RNA splicing, via transesterification reactions | 200/6293 | 324/18723 | 1.75e-25 | 7.39e-23 | 200 |
GO:000037734 | Thyroid | ATC | RNA splicing, via transesterification reactions with bulged adenosine as nucleophile | 197/6293 | 320/18723 | 6.54e-25 | 2.18e-22 | 197 |
GO:000039834 | Thyroid | ATC | mRNA splicing, via spliceosome | 197/6293 | 320/18723 | 6.54e-25 | 2.18e-22 | 197 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa03015 | Colorectum | AD | mRNA surveillance pathway | 35/2092 | 97/8465 | 7.95e-03 | 3.13e-02 | 2.00e-02 | 35 |
hsa030151 | Colorectum | AD | mRNA surveillance pathway | 35/2092 | 97/8465 | 7.95e-03 | 3.13e-02 | 2.00e-02 | 35 |
hsa030152 | Colorectum | FAP | mRNA surveillance pathway | 26/1404 | 97/8465 | 7.11e-03 | 2.64e-02 | 1.60e-02 | 26 |
hsa030153 | Colorectum | FAP | mRNA surveillance pathway | 26/1404 | 97/8465 | 7.11e-03 | 2.64e-02 | 1.60e-02 | 26 |
hsa0301321 | Esophagus | ESCC | Nucleocytoplasmic transport | 89/4205 | 108/8465 | 1.20e-12 | 2.37e-11 | 1.21e-11 | 89 |
hsa0301524 | Esophagus | ESCC | mRNA surveillance pathway | 72/4205 | 97/8465 | 6.12e-07 | 4.10e-06 | 2.10e-06 | 72 |
hsa0301331 | Esophagus | ESCC | Nucleocytoplasmic transport | 89/4205 | 108/8465 | 1.20e-12 | 2.37e-11 | 1.21e-11 | 89 |
hsa0301534 | Esophagus | ESCC | mRNA surveillance pathway | 72/4205 | 97/8465 | 6.12e-07 | 4.10e-06 | 2.10e-06 | 72 |
hsa030154 | Liver | Cirrhotic | mRNA surveillance pathway | 46/2530 | 97/8465 | 1.92e-04 | 1.30e-03 | 8.03e-04 | 46 |
hsa0301511 | Liver | Cirrhotic | mRNA surveillance pathway | 46/2530 | 97/8465 | 1.92e-04 | 1.30e-03 | 8.03e-04 | 46 |
hsa03013 | Liver | HCC | Nucleocytoplasmic transport | 81/4020 | 108/8465 | 4.28e-09 | 6.83e-08 | 3.80e-08 | 81 |
hsa0301521 | Liver | HCC | mRNA surveillance pathway | 66/4020 | 97/8465 | 3.16e-05 | 1.88e-04 | 1.04e-04 | 66 |
hsa030131 | Liver | HCC | Nucleocytoplasmic transport | 81/4020 | 108/8465 | 4.28e-09 | 6.83e-08 | 3.80e-08 | 81 |
hsa0301531 | Liver | HCC | mRNA surveillance pathway | 66/4020 | 97/8465 | 3.16e-05 | 1.88e-04 | 1.04e-04 | 66 |
hsa030136 | Oral cavity | OSCC | Nucleocytoplasmic transport | 82/3704 | 108/8465 | 7.93e-12 | 1.33e-10 | 6.77e-11 | 82 |
hsa030158 | Oral cavity | OSCC | mRNA surveillance pathway | 75/3704 | 97/8465 | 1.30e-11 | 2.01e-10 | 1.02e-10 | 75 |
hsa0301311 | Oral cavity | OSCC | Nucleocytoplasmic transport | 82/3704 | 108/8465 | 7.93e-12 | 1.33e-10 | 6.77e-11 | 82 |
hsa0301513 | Oral cavity | OSCC | mRNA surveillance pathway | 75/3704 | 97/8465 | 1.30e-11 | 2.01e-10 | 1.02e-10 | 75 |
hsa0301523 | Oral cavity | LP | mRNA surveillance pathway | 50/2418 | 97/8465 | 1.39e-06 | 1.50e-05 | 9.66e-06 | 50 |
hsa030132 | Oral cavity | LP | Nucleocytoplasmic transport | 53/2418 | 108/8465 | 4.68e-06 | 4.10e-05 | 2.64e-05 | 53 |
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 |
PNN | SNV | Missense_Mutation | novel | c.95G>A | p.Arg32Gln | p.R32Q | Q9H307 | protein_coding | deleterious(0.01) | probably_damaging(0.96) | TCGA-A2-A0CL-01 | Breast | breast invasive carcinoma | Female | <65 | III/IV | Chemotherapy | cytoxan | SD |
PNN | SNV | Missense_Mutation | rs866120482 | c.793N>A | p.Ala265Thr | p.A265T | Q9H307 | protein_coding | tolerated(0.1) | possibly_damaging(0.526) | TCGA-A8-A09X-01 | Breast | breast invasive carcinoma | Female | <65 | III/IV | Unknown | Unknown | SD |
PNN | SNV | Missense_Mutation | | c.230N>C | p.Arg77Thr | p.R77T | Q9H307 | protein_coding | deleterious(0) | probably_damaging(0.994) | TCGA-AC-A23H-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | PD |
PNN | SNV | Missense_Mutation | rs747455268 | c.506N>A | p.Arg169Gln | p.R169Q | Q9H307 | protein_coding | tolerated(0.05) | possibly_damaging(0.546) | TCGA-D8-A1XJ-01 | Breast | breast invasive carcinoma | Female | >=65 | III/IV | Hormone Therapy | tamoxiphen | SD |
PNN | deletion | Frame_Shift_Del | novel | c.1051_1052delNN | p.Lys351ArgfsTer14 | p.K351Rfs*14 | Q9H307 | protein_coding | | | TCGA-AR-A5QN-01 | Breast | breast invasive carcinoma | Female | >=65 | III/IV | Chemotherapy | taxotere | SD |
PNN | SNV | Missense_Mutation | novel | c.1384G>C | p.Glu462Gln | p.E462Q | Q9H307 | protein_coding | tolerated_low_confidence(0.62) | benign(0.005) | TCGA-C5-A2LX-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Chemotherapy | cisplatin | SD |
PNN | SNV | Missense_Mutation | | c.289N>T | p.Arg97Cys | p.R97C | Q9H307 | protein_coding | deleterious(0) | probably_damaging(0.996) | TCGA-EA-A410-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Unknown | Unknown | SD |
PNN | SNV | Missense_Mutation | | c.640G>C | p.Glu214Gln | p.E214Q | Q9H307 | protein_coding | deleterious(0.03) | possibly_damaging(0.771) | TCGA-IR-A3LH-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Chemotherapy | cisplatin | CR |
PNN | SNV | Missense_Mutation | | c.1704N>G | p.Asn568Lys | p.N568K | Q9H307 | protein_coding | deleterious_low_confidence(0.05) | possibly_damaging(0.736) | TCGA-LP-A7HU-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Unknown | Unknown | SD |
PNN | SNV | Missense_Mutation | novel | c.1951N>A | p.Asp651Asn | p.D651N | Q9H307 | protein_coding | deleterious_low_confidence(0) | possibly_damaging(0.602) | TCGA-VS-A9U6-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Chemotherapy | cisplatin | PD |