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/KRT16_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/KRT16_pca_on_diff_genes.png) | CC: Cervix cancer |
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions |
N_HPV: HPV-infected normal cervix |
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/KRT16_pca_on_diff_genes.png) | ESCC: Esophageal squamous cell carcinoma |
HGIN: High-grade intraepithelial neoplasias |
LGIN: Low-grade intraepithelial neoplasias |
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/KRT16_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/KRT16_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/KRT16_pca_on_diff_genes.png) | AK: Actinic keratosis |
cSCC: Cutaneous squamous cell carcinoma |
SCCIS:squamous cell carcinoma in situ |
GO ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | Count |
GO:001063117 | Prostate | Tumor | epithelial cell migration | 104/3246 | 357/18723 | 1.97e-08 | 6.91e-07 | 104 |
GO:000166718 | Prostate | Tumor | ameboidal-type cell migration | 130/3246 | 475/18723 | 2.36e-08 | 8.09e-07 | 130 |
GO:000756817 | Prostate | Tumor | aging | 99/3246 | 339/18723 | 3.75e-08 | 1.18e-06 | 99 |
GO:000854415 | Prostate | Tumor | epidermis development | 89/3246 | 324/18723 | 3.15e-06 | 5.18e-05 | 89 |
GO:004358815 | Prostate | Tumor | skin development | 74/3246 | 263/18723 | 8.28e-06 | 1.22e-04 | 74 |
GO:000991314 | Prostate | Tumor | epidermal cell differentiation | 58/3246 | 202/18723 | 3.99e-05 | 4.60e-04 | 58 |
GO:005127114 | Prostate | Tumor | negative regulation of cellular component movement | 92/3246 | 367/18723 | 1.03e-04 | 9.99e-04 | 92 |
GO:200014614 | Prostate | Tumor | negative regulation of cell motility | 89/3246 | 359/18723 | 1.99e-04 | 1.74e-03 | 89 |
GO:003021612 | Prostate | Tumor | keratinocyte differentiation | 41/3246 | 139/18723 | 2.73e-04 | 2.24e-03 | 41 |
GO:004001313 | Prostate | Tumor | negative regulation of locomotion | 94/3246 | 391/18723 | 4.20e-04 | 3.21e-03 | 94 |
GO:003033613 | Prostate | Tumor | negative regulation of cell migration | 84/3246 | 344/18723 | 4.95e-04 | 3.66e-03 | 84 |
GO:005087818 | Prostate | Tumor | regulation of body fluid levels | 91/3246 | 379/18723 | 5.37e-04 | 3.91e-03 | 91 |
GO:006143612 | Prostate | Tumor | establishment of skin barrier | 11/3246 | 25/18723 | 1.71e-03 | 1.02e-02 | 11 |
GO:00423031 | Prostate | Tumor | molting cycle | 31/3246 | 107/18723 | 1.97e-03 | 1.14e-02 | 31 |
GO:00426331 | Prostate | Tumor | hair cycle | 31/3246 | 107/18723 | 1.97e-03 | 1.14e-02 | 31 |
GO:00515461 | Prostate | Tumor | keratinocyte migration | 9/3246 | 19/18723 | 2.42e-03 | 1.36e-02 | 9 |
GO:003356111 | Prostate | Tumor | regulation of water loss via skin | 11/3246 | 27/18723 | 3.57e-03 | 1.84e-02 | 11 |
GO:004358823 | Skin | cSCC | skin development | 111/4864 | 263/18723 | 6.35e-09 | 2.10e-07 | 111 |
GO:000854425 | Skin | cSCC | epidermis development | 131/4864 | 324/18723 | 7.38e-09 | 2.39e-07 | 131 |
GO:000756827 | Skin | cSCC | aging | 127/4864 | 339/18723 | 1.80e-06 | 3.02e-05 | 127 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0491518 | Breast | Precancer | Estrogen signaling pathway | 28/684 | 138/8465 | 4.10e-06 | 5.39e-05 | 4.13e-05 | 28 |
hsa0491519 | Breast | Precancer | Estrogen signaling pathway | 28/684 | 138/8465 | 4.10e-06 | 5.39e-05 | 4.13e-05 | 28 |
hsa0491523 | Breast | IDC | Estrogen signaling pathway | 35/867 | 138/8465 | 2.55e-07 | 5.18e-06 | 3.88e-06 | 35 |
hsa0491533 | Breast | IDC | Estrogen signaling pathway | 35/867 | 138/8465 | 2.55e-07 | 5.18e-06 | 3.88e-06 | 35 |
hsa0491542 | Breast | DCIS | Estrogen signaling pathway | 35/846 | 138/8465 | 1.40e-07 | 2.51e-06 | 1.85e-06 | 35 |
hsa05150 | Breast | DCIS | Staphylococcus aureus infection | 19/846 | 96/8465 | 2.68e-03 | 1.67e-02 | 1.23e-02 | 19 |
hsa0491552 | Breast | DCIS | Estrogen signaling pathway | 35/846 | 138/8465 | 1.40e-07 | 2.51e-06 | 1.85e-06 | 35 |
hsa051501 | Breast | DCIS | Staphylococcus aureus infection | 19/846 | 96/8465 | 2.68e-03 | 1.67e-02 | 1.23e-02 | 19 |
hsa0491520 | Cervix | CC | Estrogen signaling pathway | 44/1267 | 138/8465 | 3.55e-07 | 3.97e-06 | 2.35e-06 | 44 |
hsa04915110 | Cervix | CC | Estrogen signaling pathway | 44/1267 | 138/8465 | 3.55e-07 | 3.97e-06 | 2.35e-06 | 44 |
hsa051504 | Cervix | HSIL_HPV | Staphylococcus aureus infection | 21/459 | 96/8465 | 2.93e-08 | 1.43e-06 | 1.16e-06 | 21 |
hsa0491524 | Cervix | HSIL_HPV | Estrogen signaling pathway | 19/459 | 138/8465 | 1.54e-04 | 1.74e-03 | 1.40e-03 | 19 |
hsa0515011 | Cervix | HSIL_HPV | Staphylococcus aureus infection | 21/459 | 96/8465 | 2.93e-08 | 1.43e-06 | 1.16e-06 | 21 |
hsa0491534 | Cervix | HSIL_HPV | Estrogen signaling pathway | 19/459 | 138/8465 | 1.54e-04 | 1.74e-03 | 1.40e-03 | 19 |
hsa0491529 | Oral cavity | EOLP | Estrogen signaling pathway | 38/1218 | 138/8465 | 3.78e-05 | 1.82e-04 | 1.07e-04 | 38 |
hsa04915113 | Oral cavity | EOLP | Estrogen signaling pathway | 38/1218 | 138/8465 | 3.78e-05 | 1.82e-04 | 1.07e-04 | 38 |
hsa04915210 | Oral cavity | NEOLP | Estrogen signaling pathway | 29/1112 | 138/8465 | 6.33e-03 | 2.34e-02 | 1.47e-02 | 29 |
hsa0491537 | Oral cavity | NEOLP | Estrogen signaling pathway | 29/1112 | 138/8465 | 6.33e-03 | 2.34e-02 | 1.47e-02 | 29 |
hsa0491527 | Prostate | BPH | Estrogen signaling pathway | 48/1718 | 138/8465 | 4.60e-05 | 3.16e-04 | 1.96e-04 | 48 |
hsa04915112 | Prostate | BPH | Estrogen signaling pathway | 48/1718 | 138/8465 | 4.60e-05 | 3.16e-04 | 1.96e-04 | 48 |
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 |
KRT16 | SNV | Missense_Mutation | rs765819730 | c.956N>C | p.Val319Ala | p.V319A | P08779 | protein_coding | deleterious(0.05) | possibly_damaging(0.631) | TCGA-LL-A9Q3-01 | Breast | breast invasive carcinoma | Female | >=65 | III/IV | Immunotherapy | herceptin | CR |
KRT16 | insertion | Nonsense_Mutation | novel | c.1080_1081insATATATATATAAATAAAATACAC | p.Leu361IlefsTer4 | p.L361Ifs*4 | P08779 | protein_coding | | | TCGA-A8-A06O-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Hormone Therapy | letrozole | SD |
KRT16 | insertion | Frame_Shift_Ins | novel | c.1078_1079insTATATACATTTAT | p.Ser360IlefsTer37 | p.S360Ifs*37 | P08779 | protein_coding | | | TCGA-A8-A06O-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Hormone Therapy | letrozole | SD |
KRT16 | insertion | Nonsense_Mutation | novel | c.960_961insACGTGTGACGAGTGCAACTCAGTGCAATTCAGTATATGAAACATTCA | p.Ser321ThrfsTer13 | p.S321Tfs*13 | P08779 | protein_coding | | | TCGA-B6-A1KF-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
KRT16 | SNV | Missense_Mutation | | c.304T>G | p.Phe102Val | p.F102V | P08779 | protein_coding | tolerated(0.26) | benign(0.011) | TCGA-C5-A7CO-01 | Cervix | cervical & endocervical cancer | Female | >=65 | I/II | Chemotherapy | cisplatin | SD |
KRT16 | SNV | Missense_Mutation | novel | c.1124N>A | p.Ile375Asn | p.I375N | P08779 | protein_coding | deleterious(0) | probably_damaging(0.992) | TCGA-VS-A9UI-01 | Cervix | cervical & endocervical cancer | Female | >=65 | I/II | Unknown | Unknown | SD |
KRT16 | SNV | Missense_Mutation | rs764661195 | c.1358G>A | p.Arg453His | p.R453H | P08779 | protein_coding | tolerated(0.1) | benign(0) | TCGA-AA-3947-01 | Colorectum | colon adenocarcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
KRT16 | SNV | Missense_Mutation | novel | c.22N>C | p.Phe8Leu | p.F8L | P08779 | protein_coding | tolerated(0.07) | benign(0.066) | TCGA-AA-A00N-01 | Colorectum | colon adenocarcinoma | Male | >=65 | I/II | Unknown | Unknown | PD |
KRT16 | SNV | Missense_Mutation | | c.73N>T | p.Gly25Trp | p.G25W | P08779 | protein_coding | deleterious(0) | benign(0) | TCGA-CM-5344-01 | Colorectum | colon adenocarcinoma | Female | <65 | III/IV | Chemotherapy | oxaliplatin | SD |
KRT16 | SNV | Missense_Mutation | | c.86N>A | p.Ser29Asn | p.S29N | P08779 | protein_coding | deleterious(0.01) | benign(0.136) | TCGA-D5-6932-01 | Colorectum | colon adenocarcinoma | Male | >=65 | I/II | Unknown | Unknown | SD |