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/COX4I1_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/COX4I1_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/COX4I1_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/COX4I1_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/COX4I1_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/COX4I1_pca_on_diff_genes.png) | ESCC: Esophageal squamous cell carcinoma |
HGIN: High-grade intraepithelial neoplasias |
LGIN: Low-grade intraepithelial neoplasias |
GC | ![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/GC/COX4I1_pca_on_diff_genes.png) | CAG: Chronic atrophic gastritis |
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia |
CSG: Chronic superficial gastritis |
GC: Gastric cancer |
SIM: Severe intestinal metaplasia |
WIM: Wild intestinal metaplasia |
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/COX4I1_pca_on_diff_genes.png) | HCC: Hepatocellular carcinoma |
NAFLD: Non-alcoholic fatty liver disease |
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/COX4I1_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/COX4I1_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/COX4I1_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/COX4I1_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:000609126 | Skin | AK | generation of precursor metabolites and energy | 69/1910 | 490/18723 | 3.59e-03 | 2.16e-02 | 69 |
GO:000612319 | Skin | AK | mitochondrial electron transport, cytochrome c to oxygen | 7/1910 | 21/18723 | 3.64e-03 | 2.18e-02 | 7 |
GO:190260019 | Skin | AK | proton transmembrane transport | 27/1910 | 157/18723 | 4.70e-03 | 2.69e-02 | 27 |
GO:0009060111 | Skin | cSCC | aerobic respiration | 118/4864 | 189/18723 | 3.71e-26 | 1.22e-23 | 118 |
GO:0045333111 | Skin | cSCC | cellular respiration | 131/4864 | 230/18723 | 1.57e-23 | 3.39e-21 | 131 |
GO:0006091111 | Skin | cSCC | generation of precursor metabolites and energy | 224/4864 | 490/18723 | 1.13e-21 | 2.21e-19 | 224 |
GO:002290026 | Skin | cSCC | electron transport chain | 104/4864 | 175/18723 | 7.28e-21 | 1.23e-18 | 104 |
GO:0006119112 | Skin | cSCC | oxidative phosphorylation | 89/4864 | 141/18723 | 1.56e-20 | 2.49e-18 | 89 |
GO:004277326 | Skin | cSCC | ATP synthesis coupled electron transport | 68/4864 | 95/18723 | 1.59e-20 | 2.49e-18 | 68 |
GO:004277526 | Skin | cSCC | mitochondrial ATP synthesis coupled electron transport | 68/4864 | 95/18723 | 1.59e-20 | 2.49e-18 | 68 |
GO:0046034112 | Skin | cSCC | ATP metabolic process | 142/4864 | 277/18723 | 1.38e-19 | 1.96e-17 | 142 |
GO:002290426 | Skin | cSCC | respiratory electron transport chain | 74/4864 | 114/18723 | 2.52e-18 | 3.29e-16 | 74 |
GO:001598026 | Skin | cSCC | energy derivation by oxidation of organic compounds | 154/4864 | 318/18723 | 4.19e-18 | 5.15e-16 | 154 |
GO:001964626 | Skin | cSCC | aerobic electron transport chain | 61/4864 | 87/18723 | 7.73e-18 | 8.97e-16 | 61 |
GO:003166728 | Skin | cSCC | response to nutrient levels | 160/4864 | 474/18723 | 8.44e-05 | 8.02e-04 | 160 |
GO:000758416 | Skin | cSCC | response to nutrient | 63/4864 | 174/18723 | 1.78e-03 | 1.08e-02 | 63 |
GO:1902600110 | Skin | cSCC | proton transmembrane transport | 57/4864 | 157/18723 | 2.66e-03 | 1.50e-02 | 57 |
GO:00460346 | Stomach | GC | ATP metabolic process | 73/1159 | 277/18723 | 5.03e-27 | 1.37e-23 | 73 |
GO:00061196 | Stomach | GC | oxidative phosphorylation | 46/1159 | 141/18723 | 1.23e-21 | 2.24e-18 | 46 |
GO:00060916 | Stomach | GC | generation of precursor metabolites and energy | 88/1159 | 490/18723 | 6.82e-20 | 9.27e-17 | 88 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0501218 | Breast | Precancer | Parkinson disease | 99/684 | 266/8465 | 3.58e-42 | 5.65e-40 | 4.33e-40 | 99 |
hsa0502016 | Breast | Precancer | Prion disease | 95/684 | 273/8465 | 1.39e-37 | 1.46e-35 | 1.12e-35 | 95 |
hsa0501616 | Breast | Precancer | Huntington disease | 98/684 | 306/8465 | 2.85e-35 | 2.25e-33 | 1.72e-33 | 98 |
hsa0019016 | Breast | Precancer | Oxidative phosphorylation | 59/684 | 134/8465 | 6.15e-30 | 3.24e-28 | 2.48e-28 | 59 |
hsa0501016 | Breast | Precancer | Alzheimer disease | 103/684 | 384/8465 | 1.03e-29 | 4.66e-28 | 3.57e-28 | 103 |
hsa0501416 | Breast | Precancer | Amyotrophic lateral sclerosis | 98/684 | 364/8465 | 2.13e-28 | 8.41e-27 | 6.44e-27 | 98 |
hsa0502216 | Breast | Precancer | Pathways of neurodegeneration - multiple diseases | 112/684 | 476/8465 | 6.96e-27 | 2.44e-25 | 1.87e-25 | 112 |
hsa0520818 | Breast | Precancer | Chemical carcinogenesis - reactive oxygen species | 68/684 | 223/8465 | 3.61e-23 | 1.14e-21 | 8.73e-22 | 68 |
hsa0493216 | Breast | Precancer | Non-alcoholic fatty liver disease | 48/684 | 155/8465 | 6.16e-17 | 1.50e-15 | 1.15e-15 | 48 |
hsa0426016 | Breast | Precancer | Cardiac muscle contraction | 22/684 | 87/8465 | 9.72e-07 | 1.62e-05 | 1.24e-05 | 22 |
hsa0501219 | Breast | Precancer | Parkinson disease | 99/684 | 266/8465 | 3.58e-42 | 5.65e-40 | 4.33e-40 | 99 |
hsa0502017 | Breast | Precancer | Prion disease | 95/684 | 273/8465 | 1.39e-37 | 1.46e-35 | 1.12e-35 | 95 |
hsa0501617 | Breast | Precancer | Huntington disease | 98/684 | 306/8465 | 2.85e-35 | 2.25e-33 | 1.72e-33 | 98 |
hsa0019017 | Breast | Precancer | Oxidative phosphorylation | 59/684 | 134/8465 | 6.15e-30 | 3.24e-28 | 2.48e-28 | 59 |
hsa0501017 | Breast | Precancer | Alzheimer disease | 103/684 | 384/8465 | 1.03e-29 | 4.66e-28 | 3.57e-28 | 103 |
hsa0501417 | Breast | Precancer | Amyotrophic lateral sclerosis | 98/684 | 364/8465 | 2.13e-28 | 8.41e-27 | 6.44e-27 | 98 |
hsa0502217 | Breast | Precancer | Pathways of neurodegeneration - multiple diseases | 112/684 | 476/8465 | 6.96e-27 | 2.44e-25 | 1.87e-25 | 112 |
hsa0520819 | Breast | Precancer | Chemical carcinogenesis - reactive oxygen species | 68/684 | 223/8465 | 3.61e-23 | 1.14e-21 | 8.73e-22 | 68 |
hsa0493217 | Breast | Precancer | Non-alcoholic fatty liver disease | 48/684 | 155/8465 | 6.16e-17 | 1.50e-15 | 1.15e-15 | 48 |
hsa0426017 | Breast | Precancer | Cardiac muscle contraction | 22/684 | 87/8465 | 9.72e-07 | 1.62e-05 | 1.24e-05 | 22 |
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 |
COX4I1 | insertion | Frame_Shift_Ins | novel | c.252dupT | p.Lys85Ter | p.K85* | P13073 | protein_coding | | | TCGA-A2-A04Q-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | adriamycin | SD |
COX4I1 | insertion | Nonsense_Mutation | novel | c.421_422insTGGACTTCCTAGCCTGAGCTGGGTTTTCATCTCATTTCT | p.Gln141delinsLeuAspPheLeuAlaTerAlaGlyPheSerSerHisPheTer | p.Q141delinsLDFLA*AGFSSHF* | P13073 | protein_coding | | | TCGA-A2-A04Y-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | cytoxan | SD |
COX4I1 | SNV | Missense_Mutation | rs374125919 | c.248G>A | p.Arg83His | p.R83H | P13073 | protein_coding | tolerated(0.25) | benign(0.011) | TCGA-2W-A8YY-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Chemotherapy | cisplatin | CR |
COX4I1 | SNV | Missense_Mutation | | c.53N>G | p.Ser18Cys | p.S18C | P13073 | protein_coding | deleterious(0.03) | probably_damaging(0.997) | TCGA-JW-A5VL-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Unknown | Unknown | SD |
COX4I1 | SNV | Missense_Mutation | rs772180664 | c.343N>A | p.Ala115Thr | p.A115T | P13073 | protein_coding | tolerated(0.06) | benign(0.132) | TCGA-AA-3664-01 | Colorectum | colon adenocarcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
COX4I1 | SNV | Missense_Mutation | rs201058411 | c.101C>T | p.Ser34Leu | p.S34L | P13073 | protein_coding | deleterious(0.01) | benign(0.029) | TCGA-CK-6746-01 | Colorectum | colon adenocarcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
COX4I1 | SNV | Missense_Mutation | novel | c.371N>G | p.Tyr124Cys | p.Y124C | P13073 | protein_coding | tolerated(0.06) | probably_damaging(0.929) | TCGA-A5-A0G2-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | III/IV | Unknown | Unknown | SD |
COX4I1 | SNV | Missense_Mutation | | c.340N>G | p.Thr114Ala | p.T114A | P13073 | protein_coding | tolerated(0.09) | benign(0.017) | TCGA-AP-A056-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
COX4I1 | SNV | Missense_Mutation | | c.258N>A | p.Phe86Leu | p.F86L | P13073 | protein_coding | deleterious(0.01) | possibly_damaging(0.691) | TCGA-D1-A16F-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
COX4I1 | SNV | Missense_Mutation | rs761492668 | c.238G>A | p.Glu80Lys | p.E80K | P13073 | protein_coding | tolerated(0.07) | benign(0.199) | TCGA-EY-A215-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | I/II | Unknown | Unknown | SD |