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: CREBBP

Gene summary for CREBBP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CREBBP

Gene ID

1387

Gene nameCREB binding protein
Gene AliasCBP
Cytomap16p13.3
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q92793


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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
1387CREBBPCA_HPV_1HumanCervixCC4.57e-045.19e-020.0264
1387CREBBPCCI_1HumanCervixCC1.23e-037.23e-010.528
1387CREBBPCCI_2HumanCervixCC1.04e-089.78e-010.5249
1387CREBBPCCI_3HumanCervixCC1.34e-046.35e-010.516
1387CREBBPHTA11_3410_2000001011HumanColorectumAD4.77e-02-2.53e-010.0155
1387CREBBPHTA11_347_2000001011HumanColorectumAD1.63e-033.68e-01-0.1954
1387CREBBPHTA11_99999965104_69814HumanColorectumMSS1.58e-107.35e-010.281
1387CREBBPHTA11_99999974143_84620HumanColorectumMSS4.62e-05-3.20e-010.3005
1387CREBBPA002-C-010HumanColorectumFAP2.61e-03-4.41e-020.242
1387CREBBPA001-C-207HumanColorectumFAP4.79e-02-1.54e-010.1278
1387CREBBPA015-C-203HumanColorectumFAP1.13e-31-1.57e-01-0.1294
1387CREBBPA015-C-204HumanColorectumFAP1.14e-04-1.59e-01-0.0228
1387CREBBPA014-C-040HumanColorectumFAP2.45e-03-2.10e-01-0.1184
1387CREBBPA002-C-201HumanColorectumFAP2.72e-11-2.76e-010.0324
1387CREBBPA002-C-203HumanColorectumFAP5.95e-07-1.19e-020.2786
1387CREBBPA001-C-119HumanColorectumFAP1.31e-058.61e-02-0.1557
1387CREBBPA001-C-108HumanColorectumFAP3.05e-16-5.21e-02-0.0272
1387CREBBPA002-C-205HumanColorectumFAP4.95e-22-1.06e-01-0.1236
1387CREBBPA001-C-104HumanColorectumFAP3.58e-044.17e-030.0184
1387CREBBPA015-C-005HumanColorectumFAP4.36e-03-1.38e-01-0.0336
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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
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:0051604ColorectumADprotein maturation85/3918294/187236.73e-046.91e-0385
GO:0007178ColorectumADtransmembrane receptor protein serine/threonine kinase signaling pathway99/3918355/187239.92e-049.28e-0399
GO:0071559ColorectumADresponse to transforming growth factor beta74/3918256/187231.45e-031.23e-0274
GO:0001666ColorectumADresponse to hypoxia86/3918307/187231.77e-031.46e-0286
GO:0071560ColorectumADcellular response to transforming growth factor beta stimulus72/3918250/187231.85e-031.52e-0272
GO:0007179ColorectumADtransforming growth factor beta receptor signaling pathway59/3918198/187231.94e-031.58e-0259
GO:0036293ColorectumADresponse to decreased oxygen levels88/3918322/187233.42e-032.49e-0288
GO:0048736ColorectumADappendage development51/3918172/187234.20e-032.89e-0251
GO:0060173ColorectumADlimb development51/3918172/187234.20e-032.89e-0251
GO:0034605ColorectumADcellular response to heat24/391869/187235.35e-033.52e-0224
GO:00316472ColorectumMSSregulation of protein stability103/3467298/187232.52e-113.49e-09103
GO:00485112ColorectumMSSrhythmic process89/3467298/187231.17e-063.96e-0589
GO:0016570ColorectumMSShistone modification113/3467463/187238.37e-048.68e-03113
GO:00487362ColorectumMSSappendage development48/3467172/187231.61e-031.46e-0248
GO:00601732ColorectumMSSlimb development48/3467172/187231.61e-031.46e-0248
GO:00516042ColorectumMSSprotein maturation75/3467294/187231.70e-031.53e-0275
GO:00704822ColorectumMSSresponse to oxygen levels85/3467347/187233.08e-032.34e-0285
GO:00071781ColorectumMSStransmembrane receptor protein serine/threonine kinase signaling pathway86/3467355/187234.04e-032.95e-0286
GO:00346052ColorectumMSScellular response to heat22/346769/187235.31e-033.62e-0222
GO:00016662ColorectumMSSresponse to hypoxia75/3467307/187235.56e-033.78e-0275
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0501618CervixCCHuntington disease94/1267306/84658.49e-133.06e-111.81e-1194
hsa0516720CervixCCKaposi sarcoma-associated herpesvirus infection60/1267194/84659.74e-091.58e-079.33e-0860
hsa0452020CervixCCAdherens junction33/126793/84656.99e-077.31e-064.32e-0633
hsa0516620CervixCCHuman T-cell leukemia virus 1 infection61/1267222/84658.13e-077.98e-064.72e-0661
hsa051657CervixCCHuman papillomavirus infection74/1267331/84651.70e-041.02e-036.03e-0474
hsa043109CervixCCWnt signaling pathway43/1267171/84653.03e-041.64e-039.68e-0443
hsa0516414CervixCCInfluenza A43/1267171/84653.03e-041.64e-039.68e-0443
hsa0491918CervixCCThyroid hormone signaling pathway33/1267121/84653.11e-041.65e-039.78e-0433
hsa052157CervixCCProstate cancer27/126797/84657.54e-043.39e-032.01e-0327
hsa05152CervixCCTuberculosis42/1267180/84651.78e-037.21e-034.26e-0342
hsa052119CervixCCRenal cell carcinoma20/126769/84652.07e-038.17e-034.83e-0320
hsa041106CervixCCCell cycle36/1267157/84654.94e-031.67e-029.86e-0336
hsa0501619CervixCCHuntington disease94/1267306/84658.49e-133.06e-111.81e-1194
hsa05167110CervixCCKaposi sarcoma-associated herpesvirus infection60/1267194/84659.74e-091.58e-079.33e-0860
hsa04520110CervixCCAdherens junction33/126793/84656.99e-077.31e-064.32e-0633
hsa05166110CervixCCHuman T-cell leukemia virus 1 infection61/1267222/84658.13e-077.98e-064.72e-0661
hsa0516512CervixCCHuman papillomavirus infection74/1267331/84651.70e-041.02e-036.03e-0474
hsa0431012CervixCCWnt signaling pathway43/1267171/84653.03e-041.64e-039.68e-0443
hsa0516415CervixCCInfluenza A43/1267171/84653.03e-041.64e-039.68e-0443
hsa0491919CervixCCThyroid hormone signaling pathway33/1267121/84653.11e-041.65e-039.78e-0433
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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
CREBBPSNVMissense_Mutationnovelc.2368N>Ap.Gln790Lysp.Q790KQ92793protein_codingdeleterious_low_confidence(0)probably_damaging(0.985)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
CREBBPSNVMissense_Mutationc.2114A>Gp.Asn705Serp.N705SQ92793protein_codingdeleterious_low_confidence(0.04)benign(0.351)TCGA-A2-A1G1-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CREBBPSNVMissense_Mutationc.3860N>Ap.Gly1287Aspp.G1287DQ92793protein_codingdeleterious(0.01)benign(0.077)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CREBBPSNVMissense_Mutationnovelc.4175G>Ap.Arg1392Glnp.R1392QQ92793protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CREBBPSNVMissense_Mutationc.3505C>Tp.Arg1169Cysp.R1169CQ92793protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CREBBPSNVMissense_Mutationc.6803N>Cp.Met2268Thrp.M2268TQ92793protein_codingdeleterious_low_confidence(0.02)possibly_damaging(0.599)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
CREBBPSNVMissense_Mutationc.4349N>Gp.Tyr1450Cysp.Y1450CQ92793protein_codingdeleterious(0)probably_damaging(1)TCGA-AQ-A04J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
CREBBPSNVMissense_Mutationc.4563N>Ap.Asp1521Glup.D1521EQ92793protein_codingdeleterious(0)probably_damaging(0.973)TCGA-AR-A0TS-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
CREBBPSNVMissense_Mutationnovelc.4778N>Ap.Thr1593Asnp.T1593NQ92793protein_codingtolerated(0.06)probably_damaging(0.997)TCGA-B6-A1KF-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CREBBPSNVMissense_Mutationc.6303N>Gp.Ile2101Metp.I2101MQ92793protein_codingdeleterious(0)probably_damaging(0.996)TCGA-BH-A0W7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
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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
1387CREBBPCLINICALLY ACTIONABLE, TRANSCRIPTION FACTOR COMPLEX, ENZYME, TRANSCRIPTION FACTOR, DRUG RESISTANCE, DRUGGABLE GENOME(-)-ROLIPRAM(-)-ROLIPRAM
1387CREBBPCLINICALLY ACTIONABLE, TRANSCRIPTION FACTOR COMPLEX, ENZYME, TRANSCRIPTION FACTOR, DRUG RESISTANCE, DRUGGABLE GENOMEETAZOLATEETAZOLATE
1387CREBBPCLINICALLY ACTIONABLE, TRANSCRIPTION FACTOR COMPLEX, ENZYME, TRANSCRIPTION FACTOR, DRUG RESISTANCE, DRUGGABLE GENOMETRIAZOLAMTRIAZOLAM22137933
1387CREBBPCLINICALLY ACTIONABLE, TRANSCRIPTION FACTOR COMPLEX, ENZYME, TRANSCRIPTION FACTOR, DRUG RESISTANCE, DRUGGABLE GENOMEDNDI1417457CHEMBL1530911
1387CREBBPCLINICALLY ACTIONABLE, TRANSCRIPTION FACTOR COMPLEX, ENZYME, TRANSCRIPTION FACTOR, DRUG RESISTANCE, DRUGGABLE GENOMEESTAZOLAMESTAZOLAM22137933
1387CREBBPCLINICALLY ACTIONABLE, TRANSCRIPTION FACTOR COMPLEX, ENZYME, TRANSCRIPTION FACTOR, DRUG RESISTANCE, DRUGGABLE GENOMEDIETHYL-2-TETRADECYLMALONATECHEMBL179771221292492
1387CREBBPCLINICALLY ACTIONABLE, TRANSCRIPTION FACTOR COMPLEX, ENZYME, TRANSCRIPTION FACTOR, DRUG RESISTANCE, DRUGGABLE GENOMEPAPAVERINEPAPAVERINE
1387CREBBPCLINICALLY ACTIONABLE, TRANSCRIPTION FACTOR COMPLEX, ENZYME, TRANSCRIPTION FACTOR, DRUG RESISTANCE, DRUGGABLE GENOMEC 82
1387CREBBPCLINICALLY ACTIONABLE, TRANSCRIPTION FACTOR COMPLEX, ENZYME, TRANSCRIPTION FACTOR, DRUG RESISTANCE, DRUGGABLE GENOMEDIETHYL-2-TETRADECYLIDENEMALONATECHEMBL25774821292492
1387CREBBPCLINICALLY ACTIONABLE, TRANSCRIPTION FACTOR COMPLEX, ENZYME, TRANSCRIPTION FACTOR, DRUG RESISTANCE, DRUGGABLE GENOMEPRI-724PRI-724
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