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: TAB3

Gene summary for TAB3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TAB3

Gene ID

257397

Gene nameTGF-beta activated kinase 1 (MAP3K7) binding protein 3
Gene AliasMAP3K7IP3
CytomapXp21.2
Gene Typeprotein-coding
GO ID

GO:0006914

UniProtAcc

Q8N5C8


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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
257397TAB3NAFLD1HumanLiverNAFLD2.20e-044.42e-01-0.04
257397TAB3HCC1_MengHumanLiverHCC1.53e-28-6.94e-020.0246
257397TAB3HCC2_MengHumanLiverHCC5.63e-19-2.07e-020.0107
257397TAB3HCC2HumanLiverHCC1.71e-023.26e+000.5341
257397TAB3S027HumanLiverHCC3.90e-023.99e-010.2446
257397TAB3S028HumanLiverHCC1.12e-105.29e-010.2503
257397TAB3S029HumanLiverHCC3.51e-137.04e-010.2581
257397TAB3HTA12-26-1HumanPancreasPDAC1.12e-065.01e-010.3728
257397TAB3HTA12-29-1HumanPancreasPDAC4.41e-225.68e-010.3722
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:00098957LiverNAFLDnegative regulation of catabolic process65/1882320/187232.50e-082.71e-0665
GO:00313307LiverNAFLDnegative regulation of cellular catabolic process55/1882262/187239.35e-087.59e-0655
GO:00105065LiverNAFLDregulation of autophagy57/1882317/187231.00e-053.18e-0457
GO:001050621LiverHCCregulation of autophagy210/7958317/187237.59e-188.45e-16210
GO:000989522LiverHCCnegative regulation of catabolic process196/7958320/187237.98e-123.35e-10196
GO:003133022LiverHCCnegative regulation of cellular catabolic process164/7958262/187233.52e-111.35e-09164
GO:00105074LiverHCCnegative regulation of autophagy57/795885/187234.10e-065.27e-0557
GO:000724912LiverHCCI-kappaB kinase/NF-kappaB signaling156/7958281/187236.66e-068.00e-05156
GO:004312312LiverHCCpositive regulation of I-kappaB kinase/NF-kappaB signaling108/7958186/187231.28e-051.43e-04108
GO:004312212LiverHCCregulation of I-kappaB kinase/NF-kappaB signaling138/7958249/187232.47e-052.58e-04138
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0513214LiverNAFLDSalmonella infection55/1043249/84658.48e-063.09e-042.49e-0455
hsa0513014LiverNAFLDPathogenic Escherichia coli infection45/1043197/84652.31e-056.88e-045.54e-0445
hsa0513114LiverNAFLDShigellosis48/1043247/84657.82e-041.17e-029.39e-0348
hsa0513215LiverNAFLDSalmonella infection55/1043249/84658.48e-063.09e-042.49e-0455
hsa0513015LiverNAFLDPathogenic Escherichia coli infection45/1043197/84652.31e-056.88e-045.54e-0445
hsa0513115LiverNAFLDShigellosis48/1043247/84657.82e-041.17e-029.39e-0348
hsa0513242LiverHCCSalmonella infection178/4020249/84655.90e-151.98e-131.10e-13178
hsa0513042LiverHCCPathogenic Escherichia coli infection129/4020197/84652.02e-072.50e-061.39e-06129
hsa0513142LiverHCCShigellosis150/4020247/84651.53e-051.04e-045.81e-05150
hsa049362LiverHCCAlcoholic liver disease89/4020142/84651.73e-048.53e-044.75e-0489
hsa046684LiverHCCTNF signaling pathway73/4020114/84652.53e-041.19e-036.63e-0473
hsa0513252LiverHCCSalmonella infection178/4020249/84655.90e-151.98e-131.10e-13178
hsa0513052LiverHCCPathogenic Escherichia coli infection129/4020197/84652.02e-072.50e-061.39e-06129
hsa0513152LiverHCCShigellosis150/4020247/84651.53e-051.04e-045.81e-05150
hsa049363LiverHCCAlcoholic liver disease89/4020142/84651.73e-048.53e-044.75e-0489
hsa0466811LiverHCCTNF signaling pathway73/4020114/84652.53e-041.19e-036.63e-0473
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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
TAB3SNVMissense_Mutationc.1423N>Cp.Glu475Glnp.E475QQ8N5C8protein_codingtolerated(0.18)benign(0.106)TCGA-A2-A0SY-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyarimidexSD
TAB3SNVMissense_Mutationrs367663654c.1997G>Ap.Arg666Glnp.R666QQ8N5C8protein_codingtolerated(0.75)benign(0)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TAB3SNVMissense_Mutationnovelc.497N>Ap.Gly166Glup.G166EQ8N5C8protein_codingdeleterious(0.01)possibly_damaging(0.653)TCGA-AR-A2LE-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenPD
TAB3SNVMissense_Mutationc.1384G>Ap.Ala462Thrp.A462TQ8N5C8protein_codingtolerated(0.19)benign(0.007)TCGA-D8-A1X6-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
TAB3SNVMissense_Mutationnovelc.46N>Gp.Leu16Valp.L16VQ8N5C8protein_codingdeleterious(0)probably_damaging(0.999)TCGA-E2-A574-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
TAB3SNVMissense_Mutationnovelc.1124N>Tp.Arg375Ilep.R375IQ8N5C8protein_codingdeleterious(0)probably_damaging(0.999)TCGA-S3-AA0Z-01Breastbreast invasive carcinomaFemale<65I/IIAncillaryneulastaCR
TAB3SNVMissense_Mutationrs141293756c.1426N>Tp.Arg476Cysp.R476CQ8N5C8protein_codingdeleterious(0)possibly_damaging(0.655)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TAB3SNVMissense_Mutationc.1740G>Cp.Met580Ilep.M580IQ8N5C8protein_codingtolerated(0.44)benign(0.026)TCGA-EA-A3QD-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
TAB3SNVMissense_Mutationc.96G>Ap.Met32Ilep.M32IQ8N5C8protein_codingtolerated(0.07)benign(0.147)TCGA-EK-A2RN-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TAB3SNVMissense_Mutationc.1232C>Tp.Ser411Leup.S411LQ8N5C8protein_codingdeleterious(0.03)probably_damaging(0.999)TCGA-IR-A3LH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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