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/KAT2A_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/KAT2A_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/KAT2A_pca_on_diff_genes.png) | EOLP: Erosive Oral lichen planus |
LP: leukoplakia |
NEOLP: Non-erosive oral lichen planus |
OSCC: Oral squamous cell carcinoma |
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/KAT2A_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:00160513 | Oral cavity | OSCC | carbohydrate biosynthetic process | 97/7305 | 202/18723 | 5.50e-03 | 2.13e-02 | 97 |
GO:00147067 | Oral cavity | OSCC | striated muscle tissue development | 174/7305 | 384/18723 | 6.45e-03 | 2.40e-02 | 174 |
GO:00706462 | Oral cavity | OSCC | protein modification by small protein removal | 77/7305 | 157/18723 | 6.55e-03 | 2.43e-02 | 77 |
GO:00605629 | Oral cavity | OSCC | epithelial tube morphogenesis | 149/7305 | 325/18723 | 6.73e-03 | 2.50e-02 | 149 |
GO:00310232 | Oral cavity | OSCC | microtubule organizing center organization | 70/7305 | 143/18723 | 9.71e-03 | 3.44e-02 | 70 |
GO:00165782 | Oral cavity | OSCC | histone deubiquitination | 15/7305 | 23/18723 | 9.84e-03 | 3.46e-02 | 15 |
GO:00442625 | Oral cavity | OSCC | cellular carbohydrate metabolic process | 130/7305 | 283/18723 | 9.98e-03 | 3.49e-02 | 130 |
GO:00352646 | Oral cavity | OSCC | multicellular organism growth | 65/7305 | 132/18723 | 1.06e-02 | 3.60e-02 | 65 |
GO:00516462 | Oral cavity | OSCC | mitochondrion localization | 28/7305 | 50/18723 | 1.10e-02 | 3.72e-02 | 28 |
GO:00456194 | Oral cavity | OSCC | regulation of lymphocyte differentiation | 83/7305 | 174/18723 | 1.18e-02 | 4.00e-02 | 83 |
GO:003090116 | Oral cavity | OSCC | midbrain development | 46/7305 | 90/18723 | 1.30e-02 | 4.33e-02 | 46 |
GO:0031647110 | Oral cavity | LP | regulation of protein stability | 132/4623 | 298/18723 | 8.16e-14 | 7.99e-12 | 132 |
GO:000170117 | Oral cavity | LP | in utero embryonic development | 142/4623 | 367/18723 | 1.48e-09 | 6.75e-08 | 142 |
GO:001820513 | Oral cavity | LP | peptidyl-lysine modification | 136/4623 | 376/18723 | 3.64e-07 | 1.06e-05 | 136 |
GO:0031667110 | Oral cavity | LP | response to nutrient levels | 165/4623 | 474/18723 | 3.87e-07 | 1.12e-05 | 165 |
GO:001063919 | Oral cavity | LP | negative regulation of organelle organization | 127/4623 | 348/18723 | 5.07e-07 | 1.40e-05 | 127 |
GO:004354312 | Oral cavity | LP | protein acylation | 93/4623 | 243/18723 | 1.65e-06 | 3.86e-05 | 93 |
GO:001839412 | Oral cavity | LP | peptidyl-lysine acetylation | 68/4623 | 169/18723 | 5.60e-06 | 1.11e-04 | 68 |
GO:000647312 | Oral cavity | LP | protein acetylation | 78/4623 | 201/18723 | 6.06e-06 | 1.20e-04 | 78 |
GO:000647512 | Oral cavity | LP | internal protein amino acid acetylation | 63/4623 | 160/18723 | 2.70e-05 | 4.29e-04 | 63 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa05166211 | Esophagus | ESCC | Human T-cell leukemia virus 1 infection | 164/4205 | 222/8465 | 8.13e-14 | 2.09e-12 | 1.07e-12 | 164 |
hsa032509 | Esophagus | ESCC | Viral life cycle - HIV-1 | 54/4205 | 63/8465 | 2.01e-09 | 2.17e-08 | 1.11e-08 | 54 |
hsa0520325 | Esophagus | ESCC | Viral carcinogenesis | 137/4205 | 204/8465 | 2.47e-07 | 1.88e-06 | 9.62e-07 | 137 |
hsa0491928 | Esophagus | ESCC | Thyroid hormone signaling pathway | 78/4205 | 121/8465 | 6.79e-04 | 2.23e-03 | 1.14e-03 | 78 |
hsa043306 | Esophagus | ESCC | Notch signaling pathway | 42/4205 | 62/8465 | 2.97e-03 | 7.97e-03 | 4.08e-03 | 42 |
hsa05166310 | Esophagus | ESCC | Human T-cell leukemia virus 1 infection | 164/4205 | 222/8465 | 8.13e-14 | 2.09e-12 | 1.07e-12 | 164 |
hsa0325014 | Esophagus | ESCC | Viral life cycle - HIV-1 | 54/4205 | 63/8465 | 2.01e-09 | 2.17e-08 | 1.11e-08 | 54 |
hsa0520335 | Esophagus | ESCC | Viral carcinogenesis | 137/4205 | 204/8465 | 2.47e-07 | 1.88e-06 | 9.62e-07 | 137 |
hsa04919113 | Esophagus | ESCC | Thyroid hormone signaling pathway | 78/4205 | 121/8465 | 6.79e-04 | 2.23e-03 | 1.14e-03 | 78 |
hsa0433013 | Esophagus | ESCC | Notch signaling pathway | 42/4205 | 62/8465 | 2.97e-03 | 7.97e-03 | 4.08e-03 | 42 |
hsa0516622 | Liver | HCC | Human T-cell leukemia virus 1 infection | 139/4020 | 222/8465 | 3.17e-06 | 2.79e-05 | 1.55e-05 | 139 |
hsa032502 | Liver | HCC | Viral life cycle - HIV-1 | 46/4020 | 63/8465 | 3.25e-05 | 1.88e-04 | 1.04e-04 | 46 |
hsa0491912 | Liver | HCC | Thyroid hormone signaling pathway | 75/4020 | 121/8465 | 8.76e-04 | 3.38e-03 | 1.88e-03 | 75 |
hsa052032 | Liver | HCC | Viral carcinogenesis | 117/4020 | 204/8465 | 2.68e-03 | 8.98e-03 | 5.00e-03 | 117 |
hsa0516632 | Liver | HCC | Human T-cell leukemia virus 1 infection | 139/4020 | 222/8465 | 3.17e-06 | 2.79e-05 | 1.55e-05 | 139 |
hsa0325011 | Liver | HCC | Viral life cycle - HIV-1 | 46/4020 | 63/8465 | 3.25e-05 | 1.88e-04 | 1.04e-04 | 46 |
hsa0491913 | Liver | HCC | Thyroid hormone signaling pathway | 75/4020 | 121/8465 | 8.76e-04 | 3.38e-03 | 1.88e-03 | 75 |
hsa052033 | Liver | HCC | Viral carcinogenesis | 117/4020 | 204/8465 | 2.68e-03 | 8.98e-03 | 5.00e-03 | 117 |
hsa0516630 | Oral cavity | OSCC | Human T-cell leukemia virus 1 infection | 150/3704 | 222/8465 | 3.68e-13 | 7.26e-12 | 3.70e-12 | 150 |
hsa052038 | Oral cavity | OSCC | Viral carcinogenesis | 124/3704 | 204/8465 | 5.57e-07 | 3.28e-06 | 1.67e-06 | 124 |
TF | Cell Type | Tissue | Disease Stage | Target Gene | RSS | Regulon Activity |
KAT2A | DC | Breast | ADJ | CMTM8,DNAJC4,ATP8B4, etc. | 3.21e-02 | ![The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.](images/gene_regulatory/Breast/Str/TF_ADJ/regulons_activity_in_dotplot.png) |
KAT2A | CD8TEX | Breast | ADJ | CMTM8,DNAJC4,ATP8B4, etc. | 4.29e-02 | ![The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.](images/gene_regulatory/Breast/Str/TF_ADJ/regulons_activity_in_dotplot.png) |
KAT2A | GC | Breast | ADJ | CMTM8,DNAJC4,ATP8B4, etc. | 3.26e-02 | ![The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.](images/gene_regulatory/Breast/Str/TF_ADJ/regulons_activity_in_dotplot.png) |
KAT2A | CD8TEXP | Breast | Precancer | CMTM8,DNAJC4,ATP8B4, etc. | 4.80e-02 | ![The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.](images/gene_regulatory/Breast/Str/TF_Precancer/regulons_activity_in_dotplot.png) |
KAT2A | INCAF | Colorectum | SER | PCNP,SLC35F2,DHX37, etc. | 1.92e-01 | ![The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.](images/gene_regulatory/Colorectum/Str/TF_SER/regulons_activity_in_dotplot.png) |
KAT2A | LUM | Endometrium | EEC | CCNL2,WASHC1,UBA7, etc. | 3.37e-02 | ![The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.](images/gene_regulatory/Endometrium/Str/TF_EEC/regulons_activity_in_dotplot.png) |
KAT2A | CD8TEX | Endometrium | Healthy | PLEKHG2,MRM2,CENPS, etc. | 1.22e-01 | ![The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.](images/gene_regulatory/Endometrium/Str/TF_Healthy/regulons_activity_in_dotplot.png) |
KAT2A | PSC | Pancreas | Healthy | NUDT12,TMEM156,RGS9, etc. | 2.43e-02 | ![The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.](images/gene_regulatory/Pancreas/Str/TF_Healthy/regulons_activity_in_dotplot.png) |
KAT2A | M1MAC | Stomach | ADJ | VPS54,APOC3,CD14, etc. | 1.61e-01 | ![The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.](images/gene_regulatory/Stomach/Str/TF_ADJ/regulons_activity_in_dotplot.png) |
KAT2A | M1MAC | Stomach | CAG | VPS54,APOC3,CD14, etc. | 2.23e-01 | ![The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.](images/gene_regulatory/Stomach/Str/TF_CAG/regulons_activity_in_dotplot.png) |
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 |
KAT2A | SNV | Missense_Mutation | | c.1216N>G | p.Ile406Val | p.I406V | Q92830 | protein_coding | tolerated(0.68) | benign(0) | TCGA-BH-A18G-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
KAT2A | SNV | Missense_Mutation | | c.2396G>A | p.Arg799Gln | p.R799Q | Q92830 | protein_coding | deleterious(0) | probably_damaging(0.995) | TCGA-D8-A1XK-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | doxorubicine+cyclophosphamide | SD |
KAT2A | SNV | Missense_Mutation | novel | c.1213N>A | p.Pro405Thr | p.P405T | Q92830 | protein_coding | tolerated(0.15) | benign(0.01) | TCGA-E2-A1LS-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Unspecific | Cyclophosphamide | SD |
KAT2A | insertion | In_Frame_Ins | novel | c.2155_2156insCCCCACACCTGCTCCTGCCCTCACTGCGCCCTGCAG | p.Leu719delinsSerProHisLeuLeuLeuProSerLeuArgProAlaVal | p.L719delinsSPHLLLPSLRPAV | Q92830 | protein_coding | | | TCGA-A2-A0T0-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | taxotere | SD |
KAT2A | insertion | Frame_Shift_Ins | novel | c.1664_1665insTGAGGGCCTGTGGGGCC | p.Lys555AsnfsTer46 | p.K555Nfs*46 | Q92830 | protein_coding | | | TCGA-AN-A0FS-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
KAT2A | SNV | Missense_Mutation | novel | c.1096N>C | p.Glu366Gln | p.E366Q | Q92830 | protein_coding | deleterious(0) | probably_damaging(0.996) | TCGA-C5-A2LZ-01 | Cervix | cervical & endocervical cancer | Female | >=65 | III/IV | Unknown | Unknown | PD |
KAT2A | SNV | Missense_Mutation | | c.1442N>T | p.Ser481Leu | p.S481L | Q92830 | protein_coding | deleterious(0.03) | benign(0.371) | TCGA-EA-A3HU-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Unknown | Unknown | SD |
KAT2A | SNV | Missense_Mutation | rs373255391 | c.2299G>A | p.Glu767Lys | p.E767K | Q92830 | protein_coding | deleterious(0) | benign(0.108) | TCGA-LP-A4AU-01 | Cervix | cervical & endocervical cancer | Female | <65 | III/IV | Chemotherapy | cisplatin | CR |
KAT2A | SNV | Missense_Mutation | novel | c.1018G>C | p.Glu340Gln | p.E340Q | Q92830 | protein_coding | deleterious(0.01) | probably_damaging(0.969) | TCGA-MA-AA41-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Unknown | Unknown | SD |
KAT2A | SNV | Missense_Mutation | novel | c.2338G>A | p.Glu780Lys | p.E780K | Q92830 | protein_coding | tolerated(0.06) | probably_damaging(0.988) | TCGA-VS-A8EK-01 | Cervix | cervical & endocervical cancer | Female | >=65 | I/II | Chemotherapy | cisplatin | PD |