Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: KAT6A

Gene summary for KAT6A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KAT6A

Gene ID

7994

Gene namelysine acetyltransferase 6A
Gene AliasARTHS
Cytomap8p11.21
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

A5PLL3


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
7994KAT6ACA_HPV_1HumanCervixCC3.14e-02-5.54e-020.0264
7994KAT6ACCI_1HumanCervixCC6.23e-036.18e-010.528
7994KAT6ACCI_2HumanCervixCC6.96e-111.33e+000.5249
7994KAT6ACCI_3HumanCervixCC7.39e-056.00e-010.516
7994KAT6AHTA11_3410_2000001011HumanColorectumAD1.82e-14-5.29e-010.0155
7994KAT6AHTA11_3361_2000001011HumanColorectumAD5.61e-06-5.39e-01-0.1207
7994KAT6AHTA11_866_2000001011HumanColorectumAD1.27e-02-3.12e-01-0.1001
7994KAT6AHTA11_10711_2000001011HumanColorectumAD4.55e-04-4.38e-010.0338
7994KAT6AHTA11_7696_3000711011HumanColorectumAD2.08e-03-3.20e-010.0674
7994KAT6AA002-C-010HumanColorectumFAP3.24e-04-2.16e-010.242
7994KAT6AA001-C-207HumanColorectumFAP9.38e-03-2.28e-010.1278
7994KAT6AA015-C-203HumanColorectumFAP7.89e-26-4.39e-01-0.1294
7994KAT6AA015-C-204HumanColorectumFAP3.22e-05-2.65e-01-0.0228
7994KAT6AA014-C-040HumanColorectumFAP3.82e-04-1.51e-01-0.1184
7994KAT6AA002-C-201HumanColorectumFAP3.60e-17-4.51e-010.0324
7994KAT6AA002-C-203HumanColorectumFAP1.92e-04-1.53e-010.2786
7994KAT6AA001-C-119HumanColorectumFAP3.22e-08-3.49e-01-0.1557
7994KAT6AA001-C-108HumanColorectumFAP2.48e-15-2.40e-01-0.0272
7994KAT6AA002-C-205HumanColorectumFAP1.26e-25-4.50e-01-0.1236
7994KAT6AA001-C-104HumanColorectumFAP4.39e-08-2.16e-010.0184
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.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.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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EsophagusThe 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.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:003009910CervixCCmyeloid cell differentiation83/2311381/187231.31e-076.42e-0683
GO:00075689CervixCCaging75/2311339/187232.75e-071.13e-0575
GO:00075695CervixCCcell aging34/2311132/187231.92e-053.53e-0434
GO:00063257CervixCCchromatin organization78/2311409/187235.40e-058.02e-0478
GO:007233110CervixCCsignal transduction by p53 class mediator38/2311163/187237.06e-059.85e-0438
GO:00903981CervixCCcellular senescence25/231193/187231.11e-041.40e-0325
GO:00165705CervixCChistone modification84/2311463/187231.70e-042.01e-0384
GO:190179610CervixCCregulation of signal transduction by p53 class mediator23/231193/187237.52e-046.72e-0323
GO:00063381CervixCCchromatin remodeling45/2311255/187238.33e-034.30e-0245
GO:00182054CervixCCpeptidyl-lysine modification62/2311376/187231.04e-024.97e-0262
GO:0030099ColorectumADmyeloid cell differentiation119/3918381/187231.24e-064.01e-05119
GO:0072331ColorectumADsignal transduction by p53 class mediator58/3918163/187231.04e-052.40e-0458
GO:0006325ColorectumADchromatin organization119/3918409/187234.85e-058.33e-04119
GO:1901796ColorectumADregulation of signal transduction by p53 class mediator36/391893/187236.58e-051.07e-0336
GO:0007568ColorectumADaging98/3918339/187232.77e-043.39e-0398
GO:0006338ColorectumADchromatin remodeling70/3918255/187237.44e-034.53e-0270
GO:00300994ColorectumFAPmyeloid cell differentiation81/2622381/187236.33e-051.22e-0381
GO:00165701ColorectumFAPhistone modification94/2622463/187231.06e-041.76e-0394
GO:00063253ColorectumFAPchromatin organization84/2622409/187231.62e-042.47e-0384
GO:00075682ColorectumFAPaging69/2622339/187237.66e-048.12e-0369
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗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.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
KAT6ASNVMissense_Mutationc.5324N>Tp.Pro1775Leup.P1775LQ92794protein_codingdeleterious(0)possibly_damaging(0.555)TCGA-A2-A0CM-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinPD
KAT6ASNVMissense_Mutationrs755233733c.1981N>Gp.Phe661Valp.F661VQ92794protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A2-A1G4-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapyadriamycinSD
KAT6ASNVMissense_Mutationrs755233733c.1981T>Gp.Phe661Valp.F661VQ92794protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A8-A06R-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilCR
KAT6ASNVMissense_Mutationrs752123557c.3506G>Ap.Arg1169Glnp.R1169QQ92794protein_codingdeleterious_low_confidence(0)probably_damaging(0.992)TCGA-A8-A093-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
KAT6ASNVMissense_Mutationrs778950477c.1301N>Gp.Ser434Cysp.S434CQ92794protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
KAT6ASNVMissense_Mutationnovelc.3013N>Ap.Leu1005Ilep.L1005IQ92794protein_codingdeleterious_low_confidence(0)probably_damaging(0.991)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KAT6ASNVMissense_Mutationnovelc.5255G>Tp.Ser1752Ilep.S1752IQ92794protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AR-A251-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
KAT6ASNVMissense_Mutationnovelc.1537G>Ap.Glu513Lysp.E513KQ92794protein_codingdeleterious(0)probably_damaging(0.989)TCGA-B6-A40B-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KAT6ASNVMissense_Mutationnovelc.3758N>Tp.Ser1253Phep.S1253FQ92794protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.991)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
KAT6ASNVMissense_Mutationc.985N>Tp.Arg329Trpp.R329WQ92794protein_codingdeleterious(0)probably_damaging(0.998)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
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