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/SEC62_pca_on_diff_genes.png) | IDC: Invasive ductal carcinoma |
DCIS: Ductal carcinoma in situ |
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers |
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/SEC62_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/SEC62_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/SEC62_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/SEC62_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/SEC62_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/SEC62_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/SEC62_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/SEC62_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/SEC62_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/SEC62_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:000660512 | Liver | HCC | protein targeting | 219/7958 | 314/18723 | 7.74e-23 | 1.49e-20 | 219 |
GO:009015012 | Liver | HCC | establishment of protein localization to membrane | 168/7958 | 260/18723 | 4.07e-13 | 2.13e-11 | 168 |
GO:007180611 | Liver | HCC | protein transmembrane transport | 47/7958 | 59/18723 | 5.82e-09 | 1.51e-07 | 47 |
GO:006500211 | Liver | HCC | intracellular protein transmembrane transport | 41/7958 | 51/18723 | 3.41e-08 | 7.61e-07 | 41 |
GO:007097212 | Liver | HCC | protein localization to endoplasmic reticulum | 54/7958 | 74/18723 | 1.01e-07 | 1.98e-06 | 54 |
GO:007259911 | Liver | HCC | establishment of protein localization to endoplasmic reticulum | 34/7958 | 46/18723 | 1.53e-05 | 1.67e-04 | 34 |
GO:004504711 | Liver | HCC | protein targeting to ER | 30/7958 | 42/18723 | 1.40e-04 | 1.13e-03 | 30 |
GO:00066121 | Liver | HCC | protein targeting to membrane | 75/7958 | 131/18723 | 4.58e-04 | 3.04e-03 | 75 |
GO:000662012 | Liver | HCC | posttranslational protein targeting to endoplasmic reticulum membrane | 10/7958 | 12/18723 | 4.79e-03 | 2.02e-02 | 10 |
GO:00066131 | Liver | HCC | cotranslational protein targeting to membrane | 20/7958 | 31/18723 | 1.11e-02 | 4.09e-02 | 20 |
GO:00066058 | Lung | IAC | protein targeting | 51/2061 | 314/18723 | 2.91e-03 | 2.61e-02 | 51 |
GO:00901508 | Lung | IAC | establishment of protein localization to membrane | 43/2061 | 260/18723 | 4.25e-03 | 3.39e-02 | 43 |
GO:000660513 | Lung | AIS | protein targeting | 49/1849 | 314/18723 | 8.56e-04 | 1.17e-02 | 49 |
GO:009015013 | Lung | AIS | establishment of protein localization to membrane | 42/1849 | 260/18723 | 9.73e-04 | 1.28e-02 | 42 |
GO:007259418 | Oral cavity | OSCC | establishment of protein localization to organelle | 284/7305 | 422/18723 | 1.50e-32 | 1.35e-29 | 284 |
GO:000660520 | Oral cavity | OSCC | protein targeting | 204/7305 | 314/18723 | 6.78e-21 | 1.13e-18 | 204 |
GO:009015018 | Oral cavity | OSCC | establishment of protein localization to membrane | 163/7305 | 260/18723 | 7.13e-15 | 4.47e-13 | 163 |
GO:00718068 | Oral cavity | OSCC | protein transmembrane transport | 43/7305 | 59/18723 | 1.32e-07 | 2.22e-06 | 43 |
GO:00709729 | Oral cavity | OSCC | protein localization to endoplasmic reticulum | 50/7305 | 74/18723 | 6.03e-07 | 8.64e-06 | 50 |
GO:00650025 | Oral cavity | OSCC | intracellular protein transmembrane transport | 36/7305 | 51/18723 | 4.79e-06 | 5.47e-05 | 36 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0414118 | Breast | Precancer | Protein processing in endoplasmic reticulum | 33/684 | 174/8465 | 2.78e-06 | 3.83e-05 | 2.94e-05 | 33 |
hsa030609 | Breast | Precancer | Protein export | 6/684 | 23/8465 | 8.34e-03 | 4.54e-02 | 3.48e-02 | 6 |
hsa0414119 | Breast | Precancer | Protein processing in endoplasmic reticulum | 33/684 | 174/8465 | 2.78e-06 | 3.83e-05 | 2.94e-05 | 33 |
hsa0306012 | Breast | Precancer | Protein export | 6/684 | 23/8465 | 8.34e-03 | 4.54e-02 | 3.48e-02 | 6 |
hsa0414124 | Breast | IDC | Protein processing in endoplasmic reticulum | 36/867 | 174/8465 | 2.73e-05 | 2.86e-04 | 2.14e-04 | 36 |
hsa0414134 | Breast | IDC | Protein processing in endoplasmic reticulum | 36/867 | 174/8465 | 2.73e-05 | 2.86e-04 | 2.14e-04 | 36 |
hsa0414143 | Breast | DCIS | Protein processing in endoplasmic reticulum | 36/846 | 174/8465 | 1.60e-05 | 1.91e-04 | 1.41e-04 | 36 |
hsa0414153 | Breast | DCIS | Protein processing in endoplasmic reticulum | 36/846 | 174/8465 | 1.60e-05 | 1.91e-04 | 1.41e-04 | 36 |
hsa04141 | Colorectum | AD | Protein processing in endoplasmic reticulum | 80/2092 | 174/8465 | 5.96e-10 | 1.25e-08 | 7.96e-09 | 80 |
hsa03060 | Colorectum | AD | Protein export | 14/2092 | 23/8465 | 2.43e-04 | 1.90e-03 | 1.21e-03 | 14 |
hsa041411 | Colorectum | AD | Protein processing in endoplasmic reticulum | 80/2092 | 174/8465 | 5.96e-10 | 1.25e-08 | 7.96e-09 | 80 |
hsa030601 | Colorectum | AD | Protein export | 14/2092 | 23/8465 | 2.43e-04 | 1.90e-03 | 1.21e-03 | 14 |
hsa041414 | Colorectum | MSS | Protein processing in endoplasmic reticulum | 75/1875 | 174/8465 | 3.78e-10 | 8.44e-09 | 5.17e-09 | 75 |
hsa030602 | Colorectum | MSS | Protein export | 15/1875 | 23/8465 | 1.13e-05 | 1.26e-04 | 7.71e-05 | 15 |
hsa041415 | Colorectum | MSS | Protein processing in endoplasmic reticulum | 75/1875 | 174/8465 | 3.78e-10 | 8.44e-09 | 5.17e-09 | 75 |
hsa030603 | Colorectum | MSS | Protein export | 15/1875 | 23/8465 | 1.13e-05 | 1.26e-04 | 7.71e-05 | 15 |
hsa041418 | Colorectum | FAP | Protein processing in endoplasmic reticulum | 50/1404 | 174/8465 | 3.64e-05 | 3.68e-04 | 2.24e-04 | 50 |
hsa030606 | Colorectum | FAP | Protein export | 10/1404 | 23/8465 | 2.17e-03 | 1.05e-02 | 6.39e-03 | 10 |
hsa041419 | Colorectum | FAP | Protein processing in endoplasmic reticulum | 50/1404 | 174/8465 | 3.64e-05 | 3.68e-04 | 2.24e-04 | 50 |
hsa030607 | Colorectum | FAP | Protein export | 10/1404 | 23/8465 | 2.17e-03 | 1.05e-02 | 6.39e-03 | 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 |
SEC62 | SNV | Missense_Mutation | novel | c.402N>C | p.Lys134Asn | p.K134N | Q99442 | protein_coding | tolerated(0.08) | possibly_damaging(0.481) | TCGA-3C-AALI-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Unspecific | Poly E | Complete Response |
SEC62 | SNV | Missense_Mutation | rs866931174 | c.364N>A | p.Asp122Asn | p.D122N | Q99442 | protein_coding | tolerated(0.26) | benign(0.028) | TCGA-AC-A3QQ-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
SEC62 | SNV | Missense_Mutation | | c.73N>A | p.Ala25Thr | p.A25T | Q99442 | protein_coding | deleterious(0) | probably_damaging(0.984) | TCGA-AC-A62V-01 | Breast | breast invasive carcinoma | Male | <65 | III/IV | Targeted Molecular therapy | denosumab | PD |
SEC62 | SNV | Missense_Mutation | novel | c.632C>A | p.Thr211Asn | p.T211N | Q99442 | protein_coding | deleterious(0.01) | possibly_damaging(0.632) | TCGA-BH-A0BG-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
SEC62 | SNV | Missense_Mutation | | c.7N>A | p.Glu3Lys | p.E3K | Q99442 | protein_coding | deleterious(0.01) | benign(0) | TCGA-BH-A18V-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
SEC62 | insertion | In_Frame_Ins | novel | c.953_954insTTTGTGGAGTAAGTGCCTTACAAAGGCAAAAGGGCCTAG | p.Lys318delinsAsnLeuTrpSerLysCysLeuThrLysAlaLysGlyProArg | p.K318delinsNLWSKCLTKAKGPR | Q99442 | protein_coding | | | TCGA-A2-A0EO-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Hormone Therapy | tamoxiphen | SD |
SEC62 | insertion | Frame_Shift_Ins | novel | c.362_363insG | p.Asp122ArgfsTer2 | p.D122Rfs*2 | Q99442 | protein_coding | | | TCGA-AC-A3QQ-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
SEC62 | insertion | Frame_Shift_Ins | novel | c.1046_1047insGTATTTGTTAATAAAAAGCTGGGAAAAC | p.Asp350TyrfsTer11 | p.D350Yfs*11 | Q99442 | protein_coding | | | TCGA-BH-A0H0-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Hormone Therapy | arimidex | SD |
SEC62 | SNV | Missense_Mutation | | c.7G>A | p.Glu3Lys | p.E3K | Q99442 | protein_coding | deleterious(0.01) | benign(0) | TCGA-VS-A9V5-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Chemotherapy | carboplatin | PD |
SEC62 | SNV | Missense_Mutation | novel | c.728N>C | p.Val243Ala | p.V243A | Q99442 | protein_coding | deleterious(0.05) | benign(0.262) | TCGA-AZ-4315-01 | Colorectum | colon adenocarcinoma | Male | <65 | I/II | Unknown | Unknown | SD |