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: KAT5

Gene summary for KAT5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KAT5

Gene ID

10524

Gene namelysine acetyltransferase 5
Gene AliasESA1
Cytomap11q13.1
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q92993


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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
10524KAT5P4_S8_cSCCHumanSkincSCC1.56e-061.14e-01-0.3095
10524KAT5P5_S10_cSCCHumanSkincSCC1.30e-022.08e-02-0.299
10524KAT5P1_cSCCHumanSkincSCC5.06e-236.76e-010.0292
10524KAT5P2_cSCCHumanSkincSCC1.05e-163.66e-01-0.024
10524KAT5P4_cSCCHumanSkincSCC6.63e-234.18e-01-0.00290000000000005
10524KAT5P10_cSCCHumanSkincSCC1.15e-215.41e-010.1017
10524KAT5cSCC_p9HumanSkincSCC4.33e-056.03e-02-0.1991
10524KAT5male-WTAHumanThyroidPTC1.10e-151.15e-010.1037
10524KAT5PTC01HumanThyroidPTC2.71e-112.63e-010.1899
10524KAT5PTC04HumanThyroidPTC3.84e-172.67e-010.1927
10524KAT5PTC05HumanThyroidPTC1.79e-165.58e-010.2065
10524KAT5PTC06HumanThyroidPTC1.56e-245.08e-010.2057
10524KAT5PTC07HumanThyroidPTC3.91e-314.35e-010.2044
10524KAT5ATC09HumanThyroidATC2.17e-031.86e-010.2871
10524KAT5ATC11HumanThyroidATC3.64e-022.62e-010.3386
10524KAT5ATC12HumanThyroidATC3.27e-212.42e-010.34
10524KAT5ATC13HumanThyroidATC2.84e-281.75e-010.34
10524KAT5ATC1HumanThyroidATC5.52e-052.42e-010.2878
10524KAT5ATC2HumanThyroidATC1.66e-032.98e-010.34
10524KAT5ATC3HumanThyroidATC4.99e-021.99e-010.338
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
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:0010498111EsophagusESCCproteasomal protein catabolic process369/8552490/187231.13e-411.80e-38369
GO:0043161111EsophagusESCCproteasome-mediated ubiquitin-dependent protein catabolic process312/8552412/187233.53e-364.48e-33312
GO:001657015EsophagusESCChistone modification323/8552463/187232.61e-267.88e-24323
GO:0009896111EsophagusESCCpositive regulation of catabolic process332/8552492/187234.36e-239.22e-21332
GO:0031331111EsophagusESCCpositive regulation of cellular catabolic process292/8552427/187238.67e-221.53e-19292
GO:001820514EsophagusESCCpeptidyl-lysine modification259/8552376/187233.90e-205.26e-18259
GO:001050617EsophagusESCCregulation of autophagy220/8552317/187236.72e-186.36e-16220
GO:0072331111EsophagusESCCsignal transduction by p53 class mediator121/8552163/187239.61e-144.69e-12121
GO:001839413EsophagusESCCpeptidyl-lysine acetylation123/8552169/187236.58e-132.94e-11123
GO:001021217EsophagusESCCresponse to ionizing radiation110/8552148/187231.11e-124.78e-11110
GO:004354313EsophagusESCCprotein acylation165/8552243/187231.69e-127.14e-11165
GO:000647313EsophagusESCCprotein acetylation140/8552201/187234.37e-121.69e-10140
GO:001839313EsophagusESCCinternal peptidyl-lysine acetylation114/8552158/187231.16e-114.24e-10114
GO:000647513EsophagusESCCinternal protein amino acid acetylation115/8552160/187231.43e-115.08e-10115
GO:00165735EsophagusESCChistone acetylation110/8552152/187231.95e-116.81e-10110
GO:000931419EsophagusESCCresponse to radiation277/8552456/187234.42e-111.43e-09277
GO:004277014EsophagusESCCsignal transduction in response to DNA damage117/8552172/187232.38e-095.32e-08117
GO:000756820EsophagusESCCaging201/8552339/187232.64e-073.94e-06201
GO:00063024EsophagusESCCdouble-strand break repair152/8552251/187231.33e-061.62e-05152
GO:0030330110EsophagusESCCDNA damage response, signal transduction by p53 class mediator53/855272/187231.34e-061.63e-0553
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05166211EsophagusESCCHuman T-cell leukemia virus 1 infection164/4205222/84658.13e-142.09e-121.07e-12164
hsa0501728EsophagusESCCSpinocerebellar ataxia94/4205143/84656.77e-052.90e-041.48e-0494
hsa05166310EsophagusESCCHuman T-cell leukemia virus 1 infection164/4205222/84658.13e-142.09e-121.07e-12164
hsa0501736EsophagusESCCSpinocerebellar ataxia94/4205143/84656.77e-052.90e-041.48e-0494
hsa0516630Oral cavityOSCCHuman T-cell leukemia virus 1 infection150/3704222/84653.68e-137.26e-123.70e-12150
hsa0501725Oral cavityOSCCSpinocerebellar ataxia86/3704143/84655.21e-052.08e-041.06e-0486
hsa05166113Oral cavityOSCCHuman T-cell leukemia virus 1 infection150/3704222/84653.68e-137.26e-123.70e-12150
hsa05017111Oral cavityOSCCSpinocerebellar ataxia86/3704143/84655.21e-052.08e-041.06e-0486
hsa05166210Oral cavityLPHuman T-cell leukemia virus 1 infection100/2418222/84658.94e-081.29e-068.35e-07100
hsa0501726Oral cavityLPSpinocerebellar ataxia59/2418143/84656.97e-043.46e-032.23e-0359
hsa0516638Oral cavityLPHuman T-cell leukemia virus 1 infection100/2418222/84658.94e-081.29e-068.35e-07100
hsa0501735Oral cavityLPSpinocerebellar ataxia59/2418143/84656.97e-043.46e-032.23e-0359
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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
KAT5SNVMissense_Mutationnovelc.758N>Ap.Arg253Glnp.R253QQ92993protein_codingtolerated(0.61)benign(0.206)TCGA-A2-A0D1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
KAT5SNVMissense_Mutationc.1469N>Ap.Ser490Tyrp.S490YQ92993protein_codingtolerated(0.06)possibly_damaging(0.689)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
KAT5SNVMissense_Mutationc.563N>Tp.Ser188Leup.S188LQ92993protein_codingtolerated(0.12)benign(0.009)TCGA-C5-A7CL-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinPD
KAT5SNVMissense_Mutationc.629G>Ap.Arg210Hisp.R210HQ92993protein_codingtolerated(0.13)benign(0.017)TCGA-EK-A2RJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
KAT5SNVMissense_Mutationc.766G>Ap.Asp256Asnp.D256NQ92993protein_codingdeleterious(0.04)possibly_damaging(0.479)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
KAT5SNVMissense_Mutationc.1023G>Cp.Lys341Asnp.K341NQ92993protein_codingdeleterious(0)probably_damaging(0.993)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
KAT5SNVMissense_Mutationrs199674306c.1585N>Ap.Asp529Asnp.D529NQ92993protein_codingtolerated(0.09)possibly_damaging(0.829)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
KAT5SNVMissense_Mutationc.283N>Tp.Arg95Trpp.R95WQ92993protein_codingdeleterious(0.04)probably_damaging(0.975)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
KAT5SNVMissense_Mutationc.328N>Gp.Thr110Alap.T110AQ92993protein_codingtolerated(0.24)benign(0.108)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
KAT5SNVMissense_Mutationrs760709797c.911G>Ap.Arg304Hisp.R304HQ92993protein_codingdeleterious(0.03)benign(0.009)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
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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
10524KAT5TRANSCRIPTION FACTOR COMPLEX, TUMOR SUPPRESSOR, ENZYMEinhibitor187051791
10524KAT5TRANSCRIPTION FACTOR COMPLEX, TUMOR SUPPRESSOR, ENZYMEANACARDIC ACID22100137
10524KAT5TRANSCRIPTION FACTOR COMPLEX, TUMOR SUPPRESSOR, ENZYME6-DECYLSALICYLIC ACIDCHEMBL41603822100137
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