Tissue | Expression Dynamics | Abbreviation |
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/MALT1_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/MALT1_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/MALT1_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/MALT1_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/MALT1_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/MALT1_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:00508565 | Esophagus | ESCC | regulation of T cell receptor signaling pathway | 27/8552 | 41/18723 | 7.31e-03 | 2.63e-02 | 27 |
GO:00302176 | Esophagus | ESCC | T cell differentiation | 137/8552 | 257/18723 | 8.09e-03 | 2.87e-02 | 137 |
GO:190303916 | Esophagus | ESCC | positive regulation of leukocyte cell-cell adhesion | 128/8552 | 239/18723 | 8.40e-03 | 2.96e-02 | 128 |
GO:007122215 | Esophagus | ESCC | cellular response to lipopolysaccharide | 113/8552 | 209/18723 | 8.79e-03 | 3.10e-02 | 113 |
GO:00316633 | Esophagus | ESCC | lipopolysaccharide-mediated signaling pathway | 37/8552 | 60/18723 | 9.17e-03 | 3.19e-02 | 37 |
GO:007121617 | Esophagus | ESCC | cellular response to biotic stimulus | 131/8552 | 246/18723 | 9.85e-03 | 3.39e-02 | 131 |
GO:000715918 | Esophagus | ESCC | leukocyte cell-cell adhesion | 192/8552 | 371/18723 | 1.03e-02 | 3.51e-02 | 192 |
GO:190303717 | Esophagus | ESCC | regulation of leukocyte cell-cell adhesion | 174/8552 | 336/18723 | 1.36e-02 | 4.43e-02 | 174 |
GO:00300984 | Esophagus | ESCC | lymphocyte differentiation | 192/8552 | 374/18723 | 1.52e-02 | 4.93e-02 | 192 |
GO:00458627 | Liver | NAFLD | positive regulation of proteolysis | 65/1882 | 372/18723 | 6.58e-06 | 2.29e-04 | 65 |
GO:00458606 | Liver | NAFLD | positive regulation of protein kinase activity | 65/1882 | 386/18723 | 2.22e-05 | 6.13e-04 | 65 |
GO:00336747 | Liver | NAFLD | positive regulation of kinase activity | 74/1882 | 467/18723 | 5.16e-05 | 1.19e-03 | 74 |
GO:19033207 | Liver | NAFLD | regulation of protein modification by small protein conjugation or removal | 44/1882 | 242/18723 | 7.53e-05 | 1.56e-03 | 44 |
GO:00525477 | Liver | NAFLD | regulation of peptidase activity | 72/1882 | 461/18723 | 1.03e-04 | 2.03e-03 | 72 |
GO:00069137 | Liver | NAFLD | nucleocytoplasmic transport | 51/1882 | 301/18723 | 1.39e-04 | 2.62e-03 | 51 |
GO:00511697 | Liver | NAFLD | nuclear transport | 51/1882 | 301/18723 | 1.39e-04 | 2.62e-03 | 51 |
GO:00525487 | Liver | NAFLD | regulation of endopeptidase activity | 67/1882 | 432/18723 | 2.17e-04 | 3.70e-03 | 67 |
GO:00313967 | Liver | NAFLD | regulation of protein ubiquitination | 38/1882 | 210/18723 | 2.49e-04 | 4.12e-03 | 38 |
GO:00511687 | Liver | NAFLD | nuclear export | 28/1882 | 154/18723 | 1.42e-03 | 1.58e-02 | 28 |
GO:0032147 | Liver | NAFLD | activation of protein kinase activity | 24/1882 | 134/18723 | 3.66e-03 | 3.13e-02 | 24 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa05131211 | Esophagus | ESCC | Shigellosis | 176/4205 | 247/8465 | 2.27e-12 | 4.01e-11 | 2.05e-11 | 176 |
hsa046259 | Esophagus | ESCC | C-type lectin receptor signaling pathway | 73/4205 | 104/8465 | 1.57e-05 | 7.98e-05 | 4.09e-05 | 73 |
hsa051527 | Esophagus | ESCC | Tuberculosis | 111/4205 | 180/8465 | 7.14e-04 | 2.32e-03 | 1.19e-03 | 111 |
hsa040645 | Esophagus | ESCC | NF-kappa B signaling pathway | 67/4205 | 104/8465 | 1.62e-03 | 4.89e-03 | 2.50e-03 | 67 |
hsa046607 | Esophagus | ESCC | T cell receptor signaling pathway | 63/4205 | 104/8465 | 1.60e-02 | 3.60e-02 | 1.84e-02 | 63 |
hsa05131310 | Esophagus | ESCC | Shigellosis | 176/4205 | 247/8465 | 2.27e-12 | 4.01e-11 | 2.05e-11 | 176 |
hsa0462513 | Esophagus | ESCC | C-type lectin receptor signaling pathway | 73/4205 | 104/8465 | 1.57e-05 | 7.98e-05 | 4.09e-05 | 73 |
hsa0515212 | Esophagus | ESCC | Tuberculosis | 111/4205 | 180/8465 | 7.14e-04 | 2.32e-03 | 1.19e-03 | 111 |
hsa0406412 | Esophagus | ESCC | NF-kappa B signaling pathway | 67/4205 | 104/8465 | 1.62e-03 | 4.89e-03 | 2.50e-03 | 67 |
hsa0466013 | Esophagus | ESCC | T cell receptor signaling pathway | 63/4205 | 104/8465 | 1.60e-02 | 3.60e-02 | 1.84e-02 | 63 |
hsa0513114 | Liver | NAFLD | Shigellosis | 48/1043 | 247/8465 | 7.82e-04 | 1.17e-02 | 9.39e-03 | 48 |
hsa0513115 | Liver | NAFLD | Shigellosis | 48/1043 | 247/8465 | 7.82e-04 | 1.17e-02 | 9.39e-03 | 48 |
hsa0513142 | Liver | HCC | Shigellosis | 150/4020 | 247/8465 | 1.53e-05 | 1.04e-04 | 5.81e-05 | 150 |
hsa0513152 | Liver | HCC | Shigellosis | 150/4020 | 247/8465 | 1.53e-05 | 1.04e-04 | 5.81e-05 | 150 |
hsa0513116 | Lung | IAC | Shigellosis | 58/1053 | 247/8465 | 8.21e-07 | 3.81e-05 | 2.53e-05 | 58 |
hsa04625 | Lung | IAC | C-type lectin receptor signaling pathway | 26/1053 | 104/8465 | 3.15e-04 | 3.11e-03 | 2.06e-03 | 26 |
hsa04660 | Lung | IAC | T cell receptor signaling pathway | 23/1053 | 104/8465 | 3.88e-03 | 1.88e-02 | 1.25e-02 | 23 |
hsa0513117 | Lung | IAC | Shigellosis | 58/1053 | 247/8465 | 8.21e-07 | 3.81e-05 | 2.53e-05 | 58 |
hsa046251 | Lung | IAC | C-type lectin receptor signaling pathway | 26/1053 | 104/8465 | 3.15e-04 | 3.11e-03 | 2.06e-03 | 26 |
hsa046601 | Lung | IAC | T cell receptor signaling pathway | 23/1053 | 104/8465 | 3.88e-03 | 1.88e-02 | 1.25e-02 | 23 |
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 |
MALT1 | SNV | Missense_Mutation | novel | c.1924G>A | p.Asp642Asn | p.D642N | Q9UDY8 | protein_coding | deleterious(0.02) | probably_damaging(0.911) | TCGA-A2-A0EY-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | adriamycin | SD |
MALT1 | SNV | Missense_Mutation | novel | c.894N>A | p.Ser298Arg | p.S298R | Q9UDY8 | protein_coding | tolerated(0.54) | benign(0.015) | TCGA-A7-A3IZ-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | cytoxan | SD |
MALT1 | SNV | Missense_Mutation | | c.1364G>C | p.Gly455Ala | p.G455A | Q9UDY8 | protein_coding | tolerated(0.12) | probably_damaging(0.989) | TCGA-AC-A23H-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | PD |
MALT1 | SNV | Missense_Mutation | novel | c.1913N>G | p.Asp638Gly | p.D638G | Q9UDY8 | protein_coding | tolerated(0.1) | benign(0.145) | TCGA-OL-A6VQ-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
MALT1 | insertion | Frame_Shift_Ins | novel | c.2285_2286insCAGAATTGAGAATTCCTATTATAACCATAGATTGTTGTTTTCATTG | p.Ser763ArgfsTer20 | p.S763Rfs*20 | Q9UDY8 | protein_coding | | | TCGA-AR-A0TY-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Unspecific | Paclitaxel | PD |
MALT1 | insertion | In_Frame_Ins | novel | c.2471_2472insTACTTGGTATCAAAGGATCTTCCCAAGCATTGCCTCTAT | p.Lys824delinsAsnThrTrpTyrGlnArgIlePheProSerIleAlaSerIle | p.K824delinsNTWYQRIFPSIASI | Q9UDY8 | protein_coding | | | TCGA-B6-A0I6-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Unknown | Unknown | PD |
MALT1 | insertion | Nonsense_Mutation | novel | c.1324_1325insGAAGTTCAGACTGA | p.Val442GlyfsTer5 | p.V442Gfs*5 | Q9UDY8 | protein_coding | | | TCGA-B6-A0RE-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
MALT1 | insertion | Frame_Shift_Ins | novel | c.1326_1327insTTTTTGTTGTTTTTTACAGC | p.Gln443PhefsTer11 | p.Q443Ffs*11 | Q9UDY8 | protein_coding | | | TCGA-B6-A0RE-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
MALT1 | SNV | Missense_Mutation | rs780898848 | c.1175N>A | p.Arg392His | p.R392H | Q9UDY8 | protein_coding | tolerated(0.17) | benign(0.031) | TCGA-2W-A8YY-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Chemotherapy | cisplatin | CR |
MALT1 | SNV | Missense_Mutation | | c.1423C>G | p.Pro475Ala | p.P475A | Q9UDY8 | protein_coding | tolerated(0.23) | benign(0.217) | TCGA-LP-A4AV-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Unknown | Unknown | SD |