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: EP300

Gene summary for EP300

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EP300

Gene ID

2033

Gene nameE1A binding protein p300
Gene AliasKAT3B
Cytomap22q13.2
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q09472


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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
2033EP300LZE4THumanEsophagusESCC2.23e-092.22e-010.0811
2033EP300LZE7THumanEsophagusESCC4.72e-023.66e-010.0667
2033EP300LZE8THumanEsophagusESCC3.40e-061.56e-010.067
2033EP300LZE20THumanEsophagusESCC5.92e-037.85e-020.0662
2033EP300LZE24THumanEsophagusESCC1.32e-092.92e-010.0596
2033EP300LZE21THumanEsophagusESCC1.24e-082.25e-010.0655
2033EP300P1T-EHumanEsophagusESCC2.70e-084.00e-010.0875
2033EP300P2T-EHumanEsophagusESCC4.19e-173.09e-010.1177
2033EP300P4T-EHumanEsophagusESCC2.18e-142.29e-010.1323
2033EP300P5T-EHumanEsophagusESCC3.25e-121.18e-010.1327
2033EP300P8T-EHumanEsophagusESCC1.54e-234.38e-010.0889
2033EP300P9T-EHumanEsophagusESCC1.27e-161.44e-010.1131
2033EP300P10T-EHumanEsophagusESCC9.22e-325.51e-010.116
2033EP300P11T-EHumanEsophagusESCC3.81e-052.75e-010.1426
2033EP300P12T-EHumanEsophagusESCC2.68e-244.79e-010.1122
2033EP300P15T-EHumanEsophagusESCC1.06e-215.85e-010.1149
2033EP300P16T-EHumanEsophagusESCC2.89e-152.90e-010.1153
2033EP300P17T-EHumanEsophagusESCC1.03e-052.18e-010.1278
2033EP300P19T-EHumanEsophagusESCC4.53e-021.10e-010.1662
2033EP300P20T-EHumanEsophagusESCC4.24e-092.07e-010.1124
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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
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
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
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:003052121LiverHCCandrogen receptor signaling pathway31/795844/187231.63e-041.30e-0331
GO:0009411LiverHCCresponse to UV85/7958149/187232.34e-041.77e-0385
GO:00439231LiverHCCpositive regulation by host of viral transcription14/795816/187232.73e-041.98e-0314
GO:004851121LiverHCCrhythmic process156/7958298/187233.54e-042.46e-03156
GO:0098732LiverHCCmacromolecule deacylation67/7958116/187236.46e-043.99e-0367
GO:00305111LiverHCCpositive regulation of transforming growth factor beta receptor signaling pathway23/795832/187237.37e-044.47e-0323
GO:19038461LiverHCCpositive regulation of cellular response to transforming growth factor beta stimulus23/795832/187237.37e-044.47e-0323
GO:00510902LiverHCCregulation of DNA-binding transcription factor activity220/7958440/187238.04e-044.82e-03220
GO:000863011LiverHCCintrinsic apoptotic signaling pathway in response to DNA damage58/795899/187238.97e-045.29e-0358
GO:0040029LiverHCCregulation of gene expression, epigenetic61/7958105/187239.02e-045.31e-0361
GO:000717921LiverHCCtransforming growth factor beta receptor signaling pathway106/7958198/187231.09e-036.23e-03106
GO:00356011LiverHCCprotein deacylation64/7958112/187231.23e-036.83e-0364
GO:00106772LiverHCCnegative regulation of cellular carbohydrate metabolic process28/795842/187231.35e-037.26e-0328
GO:00454441LiverHCCfat cell differentiation120/7958229/187231.52e-038.05e-03120
GO:00061111LiverHCCregulation of gluconeogenesis31/795848/187231.66e-038.71e-0331
GO:00459122LiverHCCnegative regulation of carbohydrate metabolic process31/795848/187231.66e-038.71e-0331
GO:001097511LiverHCCregulation of neuron projection development220/7958445/187231.68e-038.78e-03220
GO:00432551LiverHCCregulation of carbohydrate biosynthetic process56/795897/187231.75e-039.11e-0356
GO:0010976LiverHCCpositive regulation of neuron projection development88/7958163/187231.98e-031.00e-0288
GO:004277111LiverHCCintrinsic apoptotic signaling pathway in response to DNA damage by p53 class mediator28/795843/187232.30e-031.14e-0228
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05016210EsophagusESCCHuntington disease226/4205306/84651.38e-188.72e-174.46e-17226
hsa0411023EsophagusESCCCell cycle126/4205157/84651.34e-155.60e-142.87e-14126
hsa05166211EsophagusESCCHuman T-cell leukemia virus 1 infection164/4205222/84658.13e-142.09e-121.07e-12164
hsa032509EsophagusESCCViral life cycle - HIV-154/420563/84652.01e-092.17e-081.11e-0854
hsa05167211EsophagusESCCKaposi sarcoma-associated herpesvirus infection136/4205194/84654.28e-094.22e-082.16e-08136
hsa0516425EsophagusESCCInfluenza A122/4205171/84655.01e-094.79e-082.45e-08122
hsa0516510EsophagusESCCHuman papillomavirus infection215/4205331/84657.86e-097.12e-083.65e-08215
hsa0520325EsophagusESCCViral carcinogenesis137/4205204/84652.47e-071.88e-069.62e-07137
hsa0521516EsophagusESCCProstate cancer72/420597/84656.12e-074.10e-062.10e-0672
hsa0452030EsophagusESCCAdherens junction69/420593/84651.08e-066.83e-063.50e-0669
hsa051619EsophagusESCCHepatitis B108/4205162/84657.68e-064.15e-052.12e-05108
hsa040689EsophagusESCCFoxO signaling pathway89/4205131/84651.56e-057.98e-054.09e-0589
hsa0521118EsophagusESCCRenal cell carcinoma51/420569/84653.29e-051.53e-047.83e-0551
hsa0406629EsophagusESCCHIF-1 signaling pathway75/4205109/84653.66e-051.68e-048.60e-0575
hsa0491928EsophagusESCCThyroid hormone signaling pathway78/4205121/84656.79e-042.23e-031.14e-0378
hsa051527EsophagusESCCTuberculosis111/4205180/84657.14e-042.32e-031.19e-03111
hsa043507EsophagusESCCTGF-beta signaling pathway69/4205108/84651.92e-035.54e-032.84e-0369
hsa043306EsophagusESCCNotch signaling pathway42/420562/84652.97e-037.97e-034.08e-0342
hsa0492214EsophagusESCCGlucagon signaling pathway64/4205107/84652.18e-024.80e-022.46e-0264
hsa0501638EsophagusESCCHuntington disease226/4205306/84651.38e-188.72e-174.46e-17226
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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
EP300BASSkinSCCISAC104365.1,STX18-AS1,VASN, etc.1.89e-01The 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.
EP300STMThyroidADJAL096865.1,MACF1,DDX17, etc.5.60e-01The 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.
EP300STMThyroidPTCAL096865.1,MACF1,DDX17, etc.4.33e-01The 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.
EP300CD4TNThyroidADJSECISBP2L,NKRF,SYNE2, etc.3.30e-01The 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.
EP300CD4TNThyroidATCSECISBP2L,NKRF,SYNE2, etc.1.17e-01The 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.
∗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
EP300SNVMissense_Mutationc.5528A>Cp.Gln1843Prop.Q1843PQ09472protein_codingtolerated(1)benign(0.003)TCGA-A2-A0T5-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificTaxotereSD
EP300SNVMissense_Mutationc.6023N>Tp.Ser2008Phep.S2008FQ09472protein_codingtolerated(0.06)benign(0.203)TCGA-BH-A0DZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
EP300SNVMissense_Mutationrs769721803c.1349N>Tp.Ala450Valp.A450VQ09472protein_codingtolerated(0.07)possibly_damaging(0.771)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
EP300SNVMissense_Mutationrs775556373c.5854N>Gp.Ile1952Valp.I1952VQ09472protein_codingtolerated(0.33)benign(0)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
EP300SNVMissense_Mutationc.4352N>Cp.His1451Prop.H1451PQ09472protein_codingdeleterious(0)probably_damaging(0.999)TCGA-C8-A27B-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
EP300SNVMissense_Mutationc.4608A>Tp.Glu1536Aspp.E1536DQ09472protein_codingtolerated(0.07)probably_damaging(0.994)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
EP300SNVMissense_Mutationc.2498N>Tp.Ser833Leup.S833LQ09472protein_codingdeleterious_low_confidence(0.02)probably_damaging(0.992)TCGA-D8-A1XM-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
EP300SNVMissense_Mutationc.980C>Tp.Ala327Valp.A327VQ09472protein_codingtolerated(0.08)possibly_damaging(0.833)TCGA-D8-A1XZ-01Breastbreast invasive carcinomaFemale>=65III/IVHormone Therapytamoxiphen+anastrozolumSD
EP300SNVMissense_Mutationnovelc.2744G>Tp.Arg915Leup.R915LQ09472protein_codingtolerated_low_confidence(0.64)benign(0)TCGA-E2-A1LK-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownPD
EP300SNVMissense_Mutationnovelc.1440N>Ap.Met480Ilep.M480IQ09472protein_codingtolerated(0.54)benign(0.076)TCGA-EW-A423-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
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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
2033EP300CLINICALLY ACTIONABLE, ENZYME, TRANSCRIPTION FACTOR COMPLEX, DRUGGABLE GENOMEinhibitor178103579CURCUMIN
2033EP300CLINICALLY ACTIONABLE, ENZYME, TRANSCRIPTION FACTOR COMPLEX, DRUGGABLE GENOMEinhibitor178103614
2033EP300CLINICALLY ACTIONABLE, ENZYME, TRANSCRIPTION FACTOR COMPLEX, DRUGGABLE GENOMEDIETHYL-2-UNDECYLIDENEMALONATECHEMBL179770721292492
2033EP300CLINICALLY ACTIONABLE, ENZYME, TRANSCRIPTION FACTOR COMPLEX, DRUGGABLE GENOMEinhibitor187051830
2033EP300CLINICALLY ACTIONABLE, ENZYME, TRANSCRIPTION FACTOR COMPLEX, DRUGGABLE GENOMEinhibitor249565916
2033EP300CLINICALLY ACTIONABLE, ENZYME, TRANSCRIPTION FACTOR COMPLEX, DRUGGABLE GENOMEDIETHYL-2-PENTADECYLIDENEMALONATECHEMBL40491621292492
2033EP300CLINICALLY ACTIONABLE, ENZYME, TRANSCRIPTION FACTOR COMPLEX, DRUGGABLE GENOMEinhibitor178103615
2033EP300CLINICALLY ACTIONABLE, ENZYME, TRANSCRIPTION FACTOR COMPLEX, DRUGGABLE GENOMEDIETHYL-2-TETRADECYLIDENEMALONATECHEMBL25774821292492
2033EP300CLINICALLY ACTIONABLE, ENZYME, TRANSCRIPTION FACTOR COMPLEX, DRUGGABLE GENOMEinhibitor178103578
2033EP300CLINICALLY ACTIONABLE, ENZYME, TRANSCRIPTION FACTOR COMPLEX, DRUGGABLE GENOMEDIETHYL-2-DODECYLIDENEMALONATECHEMBL179770821292492
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