Tissue | Expression Dynamics | Abbreviation |
Breast | ![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/Breast/PAM_pca_on_diff_genes.png) | IDC: Invasive ductal carcinoma |
DCIS: Ductal carcinoma in situ |
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers |
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/PAM_pca_on_diff_genes.png) | CC: Cervix cancer |
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions |
N_HPV: HPV-infected normal cervix |
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/PAM_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/PAM_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/PAM_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/PAM_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/PAM_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/PAM_pca_on_diff_genes.png) | BPH: Benign Prostatic Hyperplasia |
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/PAM_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:004854514 | Breast | IDC | response to steroid hormone | 70/1434 | 339/18723 | 1.34e-14 | 4.23e-12 | 70 |
GO:007048214 | Breast | IDC | response to oxygen levels | 64/1434 | 347/18723 | 3.45e-11 | 5.57e-09 | 64 |
GO:003629314 | Breast | IDC | response to decreased oxygen levels | 60/1434 | 322/18723 | 9.26e-11 | 1.25e-08 | 60 |
GO:000166614 | Breast | IDC | response to hypoxia | 58/1434 | 307/18723 | 1.09e-10 | 1.38e-08 | 58 |
GO:001003814 | Breast | IDC | response to metal ion | 65/1434 | 373/18723 | 2.95e-10 | 3.42e-08 | 65 |
GO:003196013 | Breast | IDC | response to corticosteroid | 37/1434 | 167/18723 | 3.10e-09 | 2.63e-07 | 37 |
GO:000756511 | Breast | IDC | female pregnancy | 39/1434 | 193/18723 | 1.81e-08 | 1.27e-06 | 39 |
GO:005138413 | Breast | IDC | response to glucocorticoid | 32/1434 | 148/18723 | 6.52e-08 | 4.07e-06 | 32 |
GO:00447061 | Breast | IDC | multi-multicellular organism process | 41/1434 | 220/18723 | 8.58e-08 | 5.19e-06 | 41 |
GO:004873214 | Breast | IDC | gland development | 64/1434 | 436/18723 | 3.47e-07 | 1.74e-05 | 64 |
GO:003297014 | Breast | IDC | regulation of actin filament-based process | 56/1434 | 397/18723 | 6.37e-06 | 1.99e-04 | 56 |
GO:003235512 | Breast | IDC | response to estradiol | 27/1434 | 141/18723 | 7.87e-06 | 2.35e-04 | 27 |
GO:000941013 | Breast | IDC | response to xenobiotic stimulus | 62/1434 | 462/18723 | 1.05e-05 | 2.88e-04 | 62 |
GO:00601352 | Breast | IDC | maternal process involved in female pregnancy | 16/1434 | 62/18723 | 1.20e-05 | 3.17e-04 | 16 |
GO:003295614 | Breast | IDC | regulation of actin cytoskeleton organization | 48/1434 | 358/18723 | 1.03e-04 | 1.96e-03 | 48 |
GO:005087813 | Breast | IDC | regulation of body fluid levels | 50/1434 | 379/18723 | 1.12e-04 | 2.10e-03 | 50 |
GO:003087911 | Breast | IDC | mammary gland development | 23/1434 | 137/18723 | 2.87e-04 | 4.37e-03 | 23 |
GO:001004311 | Breast | IDC | response to zinc ion | 13/1434 | 58/18723 | 3.59e-04 | 5.18e-03 | 13 |
GO:005070812 | Breast | IDC | regulation of protein secretion | 36/1434 | 268/18723 | 6.93e-04 | 8.50e-03 | 36 |
GO:00466887 | Breast | IDC | response to copper ion | 10/1434 | 42/18723 | 1.03e-03 | 1.14e-02 | 10 |
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 |
PAM | SNV | Missense_Mutation | novel | c.371N>T | p.Gly124Val | p.G124V | P19021 | protein_coding | deleterious(0) | probably_damaging(1) | TCGA-5L-AAT1-01 | Breast | breast invasive carcinoma | Female | <65 | III/IV | Hormone Therapy | letrozol | SD |
PAM | SNV | Missense_Mutation | rs752414913 | c.2119C>T | p.Arg707Trp | p.R707W | P19021 | protein_coding | deleterious(0) | probably_damaging(1) | TCGA-A8-A09C-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
PAM | SNV | Missense_Mutation | rs771873156 | c.2710N>A | p.Glu904Lys | p.E904K | P19021 | protein_coding | tolerated(0.06) | benign(0.308) | TCGA-AC-A23H-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | PD |
PAM | SNV | Missense_Mutation | | c.239N>C | p.Arg80Pro | p.R80P | P19021 | protein_coding | tolerated(0.95) | benign(0.007) | TCGA-BH-A0AW-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | carboplatin | SD |
PAM | SNV | Missense_Mutation | | c.2333A>G | p.His778Arg | p.H778R | P19021 | protein_coding | tolerated(0.34) | benign(0) | TCGA-C8-A1HK-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
PAM | SNV | Missense_Mutation | novel | c.2433N>C | p.Lys811Asn | p.K811N | P19021 | protein_coding | tolerated(0.05) | benign(0.018) | TCGA-EW-A1PC-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Hormone Therapy | tamoxiphen | SD |
PAM | deletion | Frame_Shift_Del | novel | c.673delN | p.Asn226IlefsTer16 | p.N226Ifs*16 | P19021 | protein_coding | | | TCGA-EW-A2FV-01 | Breast | breast invasive carcinoma | Female | <65 | III/IV | Chemotherapy | docetaxel | SD |
PAM | SNV | Missense_Mutation | novel | c.304C>T | p.His102Tyr | p.H102Y | P19021 | protein_coding | deleterious(0) | possibly_damaging(0.899) | TCGA-2W-A8YY-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Chemotherapy | cisplatin | CR |
PAM | SNV | Missense_Mutation | | c.1175N>T | p.Ser392Leu | p.S392L | P19021 | protein_coding | tolerated(0.07) | probably_damaging(0.992) | TCGA-Q1-A73O-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Chemotherapy | cisplatin | CR |
PAM | SNV | Missense_Mutation | | c.2038N>T | p.Pro680Ser | p.P680S | P19021 | protein_coding | deleterious(0.05) | possibly_damaging(0.632) | TCGA-AA-3510-01 | Colorectum | colon adenocarcinoma | Male | >=65 | I/II | Unknown | Unknown | SD |