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: UBASH3B

Gene summary for UBASH3B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

UBASH3B

Gene ID

84959

Gene nameubiquitin associated and SH3 domain containing B
Gene AliasSTS-1
Cytomap11q24.1
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

Q8TF42


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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
84959UBASH3BEEC-subject2HumanEndometriumEEC6.56e-042.14e-01-0.2607
84959UBASH3BHCC1_MengHumanLiverHCC3.82e-059.78e-030.0246
84959UBASH3BHCC2_MengHumanLiverHCC1.25e-021.04e-020.0107
84959UBASH3BS027HumanLiverHCC2.32e-076.12e-010.2446
84959UBASH3BS028HumanLiverHCC7.99e-177.77e-010.2503
84959UBASH3BS029HumanLiverHCC4.67e-157.31e-010.2581
84959UBASH3BGSM5252131_BPH340PrSF_ViaHumanProstateBPH3.36e-031.71e-01-0.2126
84959UBASH3BGSM5252132_BPH389PrGFHumanProstateBPH1.81e-022.24e-01-0.2247
84959UBASH3B047563_1562-all-cellsHumanProstateBPH5.93e-042.98e-010.0791
84959UBASH3B048752_1579-all-cellsHumanProstateBPH1.31e-306.80e-010.1008
84959UBASH3B052095_1628-all-cellsHumanProstateBPH1.11e-133.63e-010.1032
84959UBASH3B052097_1595-all-cellsHumanProstateBPH1.67e-204.49e-010.0972
84959UBASH3B052099_1652-all-cellsHumanProstateBPH4.66e-265.68e-010.1038
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
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
∗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:005109817EndometriumEECregulation of binding83/2168363/187236.72e-106.61e-0883
GO:004206017EndometriumEECwound healing92/2168422/187231.12e-099.58e-0892
GO:004339315EndometriumEECregulation of protein binding46/2168196/187231.94e-065.80e-0546
GO:002240715EndometriumEECregulation of cell-cell adhesion84/2168448/187234.98e-061.24e-0484
GO:005123515EndometriumEECmaintenance of location62/2168327/187235.92e-059.13e-0462
GO:003410916EndometriumEEChomotypic cell-cell adhesion24/216890/187236.35e-059.48e-0424
GO:190370615EndometriumEECregulation of hemopoiesis67/2168367/187231.01e-041.40e-0367
GO:005165117EndometriumEECmaintenance of location in cell44/2168214/187231.02e-041.41e-0344
GO:005134817EndometriumEECnegative regulation of transferase activity52/2168268/187231.23e-041.64e-0352
GO:000759613EndometriumEECblood coagulation44/2168217/187231.42e-041.84e-0344
GO:004593617EndometriumEECnegative regulation of phosphate metabolic process77/2168441/187231.45e-041.87e-0377
GO:001056317EndometriumEECnegative regulation of phosphorus metabolic process77/2168442/187231.56e-041.97e-0377
GO:190303415EndometriumEECregulation of response to wounding36/2168167/187231.58e-041.99e-0336
GO:000189415EndometriumEECtissue homeostasis51/2168268/187232.34e-042.75e-0351
GO:000759913EndometriumEEChemostasis44/2168222/187232.43e-042.85e-0344
GO:005081713EndometriumEECcoagulation44/2168222/187232.43e-042.85e-0344
GO:004563717EndometriumEECregulation of myeloid cell differentiation42/2168210/187232.72e-043.09e-0342
GO:001095914EndometriumEECregulation of metal ion transport70/2168406/187234.12e-044.35e-0370
GO:006024914EndometriumEECanatomical structure homeostasis56/2168314/187236.52e-046.35e-0356
GO:000647013EndometriumEECprotein dephosphorylation51/2168281/187237.38e-047.01e-0351
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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
UBASH3BSNVMissense_Mutationc.1582G>Ap.Asp528Asnp.D528NQ8TF42protein_codingtolerated(0.08)probably_damaging(0.993)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
UBASH3BSNVMissense_Mutationc.920N>Ap.Gly307Glup.G307EQ8TF42protein_codingdeleterious(0)probably_damaging(1)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
UBASH3BinsertionNonsense_Mutationnovelc.684_685insTGTTCAGGCAGCATGTGACTGGTTGGTATGAGATAAATp.Lys229CysfsTer6p.K229Cfs*6Q8TF42protein_codingTCGA-A2-A0EY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
UBASH3BinsertionNonsense_Mutationnovelc.1774_1775insATTAAGACCAGCCTGGCCAAGATGGTGAAACCCCATp.Pro592delinsHisTerAspGlnProGlyGlnAspGlyGluThrProSerp.P592delinsH*DQPGQDGETPSQ8TF42protein_codingTCGA-A8-A07O-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyCR
UBASH3BinsertionFrame_Shift_Insnovelc.484_485insCAAAAGACTGTGGCAAGTGCGTTTATCAAGTCAAp.Leu162ProfsTer41p.L162Pfs*41Q8TF42protein_codingTCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
UBASH3BinsertionFrame_Shift_Insnovelc.775_776insACATCp.Leu259TyrfsTer45p.L259Yfs*45Q8TF42protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
UBASH3BinsertionFrame_Shift_Insnovelc.778_779insTCAGGGCCTGCp.Gln260LeufsTer46p.Q260Lfs*46Q8TF42protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
UBASH3BSNVMissense_Mutationc.1724N>Tp.Ala575Valp.A575VQ8TF42protein_codingdeleterious(0)possibly_damaging(0.752)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
UBASH3BSNVMissense_Mutationc.1057G>Ap.Glu353Lysp.E353KQ8TF42protein_codingtolerated(0.6)benign(0.031)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
UBASH3BSNVMissense_Mutationc.1930G>Cp.Glu644Glnp.E644QQ8TF42protein_codingtolerated(0.14)benign(0.086)TCGA-UC-A7PF-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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