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: CREB3L3

Gene summary for CREB3L3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CREB3L3

Gene ID

84699

Gene namecAMP responsive element binding protein 3 like 3
Gene AliasCREB-H
Cytomap19p13.3
Gene Typeprotein-coding
GO ID

GO:0002526

UniProtAcc

Q68CJ9


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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
84699CREB3L3HCC1_MengHumanLiverHCC1.56e-15-3.25e-020.0246
84699CREB3L3HCC1HumanLiverHCC1.68e-022.17e+000.5336
84699CREB3L3HCC2HumanLiverHCC3.20e-113.62e+000.5341
84699CREB3L3Pt13.bHumanLiverHCC4.05e-021.07e-010.0251
84699CREB3L3S027HumanLiverHCC1.60e-192.16e+000.2446
84699CREB3L3S028HumanLiverHCC8.84e-401.83e+000.2503
84699CREB3L3S029HumanLiverHCC1.62e-402.09e+000.2581
84699CREB3L3Pat01-BHumanStomachGC1.23e-511.03e+000.5754
84699CREB3L3Pat02-BHumanStomachGC3.29e-021.57e-010.0368
84699CREB3L3Pat03-BHumanStomachGC1.66e-307.46e-010.3693
84699CREB3L3Pat17-BHumanStomachGC2.05e-174.85e-010.3109
84699CREB3L3SIM_1HumanStomachSIM1.95e-052.54e-010.3573
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
∗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:003497612LiverHCCresponse to endoplasmic reticulum stress189/7958256/187231.43e-244.06e-22189
GO:003596612LiverHCCresponse to topologically incorrect protein123/7958159/187232.60e-193.44e-17123
GO:000698612LiverHCCresponse to unfolded protein103/7958137/187236.50e-154.48e-13103
GO:003596712LiverHCCcellular response to topologically incorrect protein89/7958116/187235.61e-143.39e-1289
GO:003462012LiverHCCcellular response to unfolded protein71/795896/187233.70e-101.22e-0871
GO:003096811LiverHCCendoplasmic reticulum unfolded protein response56/795874/187236.47e-091.67e-0756
GO:004362022LiverHCCregulation of DNA-templated transcription in response to stress43/795853/187239.27e-092.33e-0743
GO:004361822LiverHCCregulation of transcription from RNA polymerase II promoter in response to stress37/795847/187234.37e-077.23e-0637
GO:003600312LiverHCCpositive regulation of transcription from RNA polymerase II promoter in response to stress19/795824/187232.80e-042.02e-0319
GO:00025262LiverHCCacute inflammatory response62/7958112/187234.06e-031.77e-0262
GO:00069866StomachGCresponse to unfolded protein27/1159137/187237.03e-084.62e-0627
GO:00359666StomachGCresponse to topologically incorrect protein29/1159159/187231.37e-078.14e-0629
GO:00346206StomachGCcellular response to unfolded protein19/115996/187235.58e-062.20e-0419
GO:00359676StomachGCcellular response to topologically incorrect protein20/1159116/187232.74e-057.80e-0420
GO:00436206StomachGCregulation of DNA-templated transcription in response to stress12/115953/187237.47e-051.63e-0312
GO:00436186StomachGCregulation of transcription from RNA polymerase II promoter in response to stress11/115947/187231.08e-042.09e-0311
GO:0030968StomachGCendoplasmic reticulum unfolded protein response12/115974/187231.85e-031.92e-0212
GO:00349766StomachGCresponse to endoplasmic reticulum stress28/1159256/187232.48e-032.34e-0228
GO:00359665StomachSIMresponse to topologically incorrect protein26/708159/187232.83e-106.29e-0826
GO:00069865StomachSIMresponse to unfolded protein24/708137/187233.20e-106.29e-0824
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0501622LiverHCCHuntington disease219/4020306/84653.06e-183.42e-161.90e-16219
hsa0502022LiverHCCPrion disease195/4020273/84653.26e-161.56e-148.67e-15195
hsa0471422LiverHCCThermogenesis170/4020232/84655.36e-162.25e-141.25e-14170
hsa0493121LiverHCCInsulin resistance77/4020108/84653.89e-074.46e-062.48e-0677
hsa0516622LiverHCCHuman T-cell leukemia virus 1 infection139/4020222/84653.17e-062.79e-051.55e-05139
hsa0421121LiverHCCLongevity regulating pathway61/402089/84654.46e-052.37e-041.32e-0461
hsa0415241LiverHCCAMPK signaling pathway77/4020121/84652.32e-041.11e-036.18e-0477
hsa046684LiverHCCTNF signaling pathway73/4020114/84652.53e-041.19e-036.63e-0473
hsa051652LiverHCCHuman papillomavirus infection188/4020331/84653.34e-041.49e-038.29e-04188
hsa0516322LiverHCCHuman cytomegalovirus infection131/4020225/84656.86e-042.77e-031.54e-03131
hsa052032LiverHCCViral carcinogenesis117/4020204/84652.68e-038.98e-035.00e-03117
hsa049624LiverHCCVasopressin-regulated water reabsorption30/402044/84654.41e-031.32e-027.34e-0330
hsa0492241LiverHCCGlucagon signaling pathway64/4020107/84656.70e-031.87e-021.04e-0264
hsa049262LiverHCCRelaxin signaling pathway75/4020129/84659.33e-032.46e-021.37e-0275
hsa051612LiverHCCHepatitis B91/4020162/84651.56e-023.76e-022.09e-0291
hsa0501632LiverHCCHuntington disease219/4020306/84653.06e-183.42e-161.90e-16219
hsa0502032LiverHCCPrion disease195/4020273/84653.26e-161.56e-148.67e-15195
hsa0471432LiverHCCThermogenesis170/4020232/84655.36e-162.25e-141.25e-14170
hsa0493131LiverHCCInsulin resistance77/4020108/84653.89e-074.46e-062.48e-0677
hsa0516632LiverHCCHuman T-cell leukemia virus 1 infection139/4020222/84653.17e-062.79e-051.55e-05139
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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
CREB3L3SNVMissense_Mutationrs773414002c.60N>Gp.Ile20Metp.I20MQ68CJ9protein_codingtolerated(0.36)benign(0.04)TCGA-A8-A095-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
CREB3L3SNVMissense_Mutationnovelc.247N>Ap.Glu83Lysp.E83KQ68CJ9protein_codingtolerated(0.06)benign(0.022)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CREB3L3SNVMissense_Mutationnovelc.735N>Cp.Lys245Asnp.K245NQ68CJ9protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CREB3L3SNVMissense_Mutationnovelc.382N>Ap.Pro128Thrp.P128TQ68CJ9protein_codingtolerated(0.05)benign(0.058)TCGA-E2-A1LG-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
CREB3L3SNVMissense_Mutationc.230N>Tp.Ser77Phep.S77FQ68CJ9protein_codingdeleterious(0)probably_damaging(0.997)TCGA-EW-A1PB-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
CREB3L3insertionFrame_Shift_Insnovelc.1016_1017insATTAATGCAGAAATGGGACCTAGGAACCAGGp.Ser340LeufsTer45p.S340Lfs*45Q68CJ9protein_codingTCGA-B6-A0RE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CREB3L3SNVMissense_Mutationnovelc.323C>Tp.Thr108Ilep.T108IQ68CJ9protein_codingtolerated(0.1)benign(0.024)TCGA-C5-A3HF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
CREB3L3SNVMissense_Mutationnovelc.286N>Tp.Asp96Tyrp.D96YQ68CJ9protein_codingdeleterious(0.05)probably_damaging(0.994)TCGA-DS-A1OC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapygemcitabineSD
CREB3L3SNVMissense_Mutationnovelc.287N>Cp.Asp96Alap.D96AQ68CJ9protein_codingdeleterious(0.02)probably_damaging(0.952)TCGA-DS-A1OC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapygemcitabineSD
CREB3L3SNVMissense_Mutationnovelc.750A>Cp.Lys250Asnp.K250NQ68CJ9protein_codingdeleterious(0)probably_damaging(1)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<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
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