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: TADA2B

Gene summary for TADA2B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TADA2B

Gene ID

93624

Gene nametranscriptional adaptor 2B
Gene AliasADA2(beta)
Cytomap4p16.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q86TJ2


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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
93624TADA2BHCC1_MengHumanLiverHCC1.40e-09-4.92e-030.0246
93624TADA2BHCC2_MengHumanLiverHCC2.96e-095.08e-020.0107
93624TADA2BHCC1HumanLiverHCC5.07e-132.43e+000.5336
93624TADA2BHCC2HumanLiverHCC2.55e-192.66e+000.5341
93624TADA2BHCC5HumanLiverHCC2.66e-141.44e+000.4932
93624TADA2BS028HumanLiverHCC1.97e-021.98e-010.2503
93624TADA2BS029HumanLiverHCC1.62e-032.67e-010.2581
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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:001657021LiverHCChistone modification283/7958463/187232.68e-162.33e-14283
GO:00182052LiverHCCpeptidyl-lysine modification230/7958376/187231.51e-138.32e-12230
GO:00064732LiverHCCprotein acetylation135/7958201/187231.20e-125.92e-11135
GO:00435432LiverHCCprotein acylation157/7958243/187232.40e-121.12e-10157
GO:00183942LiverHCCpeptidyl-lysine acetylation116/7958169/187235.11e-122.23e-10116
GO:00064752LiverHCCinternal protein amino acid acetylation107/7958160/187233.77e-101.23e-08107
GO:00183932LiverHCCinternal peptidyl-lysine acetylation105/7958158/187239.48e-102.90e-08105
GO:00165732LiverHCChistone acetylation101/7958152/187231.99e-095.63e-08101
GO:003105621LiverHCCregulation of histone modification99/7958152/187231.40e-083.40e-0799
GO:0031058LiverHCCpositive regulation of histone modification58/795892/187235.55e-055.21e-0458
GO:20007561LiverHCCregulation of peptidyl-lysine acetylation41/795863/187232.47e-041.84e-0341
GO:19019831LiverHCCregulation of protein acetylation48/795877/187233.49e-042.43e-0348
GO:000632511LiverHCCchromatin organization206/7958409/187237.23e-044.41e-03206
GO:00350651LiverHCCregulation of histone acetylation32/795854/187239.59e-033.62e-0232
GO:1901985LiverHCCpositive regulation of protein acetylation27/795845/187231.35e-024.80e-0227
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
TADA2BSNVMissense_Mutationc.886C>Gp.Arg296Glyp.R296GQ86TJ2protein_codingdeleterious(0.02)benign(0.312)TCGA-BH-A18Q-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TADA2BinsertionFrame_Shift_Insnovelc.699_700insTATGACCAGGATGCCGAGACGCTCATCAp.Gly234TyrfsTer48p.G234Yfs*48Q86TJ2protein_codingTCGA-A8-A06U-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TADA2BinsertionIn_Frame_Insnovelc.876_877insTGCp.Gln292_Arg293insCysp.Q292_R293insCQ86TJ2protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TADA2BinsertionFrame_Shift_Insnovelc.878_879insTGGACTTGGCCTGGTCTCACACCCTp.Tyr294GlyfsTer29p.Y294Gfs*29Q86TJ2protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TADA2BinsertionNonsense_Mutationnovelc.1070_1071insCCCCAAGAGGTGATGGAGCATTACGTGAGCATGTACATCCACGGp.Leu358ProfsTer4p.L358Pfs*4Q86TJ2protein_codingTCGA-A8-A095-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
TADA2BdeletionIn_Frame_Delc.731_742delNNNNNNNNNNNNp.Lys245_Ile248delp.K245_I248delQ86TJ2protein_codingTCGA-BH-A0HU-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
TADA2BSNVMissense_Mutationnovelc.505C>Ap.Leu169Metp.L169MQ86TJ2protein_codingtolerated(0.17)possibly_damaging(0.854)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TADA2BSNVMissense_Mutationc.199N>Ap.Glu67Lysp.E67KQ86TJ2protein_codingtolerated(0.77)benign(0.01)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
TADA2BSNVMissense_Mutationc.246N>Gp.Ile82Metp.I82MQ86TJ2protein_codingdeleterious(0.02)probably_damaging(0.954)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
TADA2BSNVMissense_Mutationc.892N>Ap.Gly298Argp.G298RQ86TJ2protein_codingdeleterious(0)probably_damaging(1)TCGA-A6-3808-01Colorectumcolon adenocarcinomaMale>=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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