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: SH3BP2

Gene summary for SH3BP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SH3BP2

Gene ID

6452

Gene nameSH3 domain binding protein 2
Gene Alias3BP-2
Cytomap4p16.3
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

P78314


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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
6452SH3BP2HCC1_MengHumanLiverHCC9.31e-161.25e-020.0246
6452SH3BP2HCC2_MengHumanLiverHCC7.18e-056.63e-020.0107
6452SH3BP2HCC1HumanLiverHCC9.59e-042.15e+000.5336
6452SH3BP2HCC2HumanLiverHCC2.90e-162.91e+000.5341
6452SH3BP2S028HumanLiverHCC5.54e-094.55e-010.2503
6452SH3BP2S029HumanLiverHCC9.97e-044.10e-010.2581
6452SH3BP2male-WTAHumanThyroidPTC3.77e-192.18e-010.1037
6452SH3BP2PTC01HumanThyroidPTC2.61e-034.46e-020.1899
6452SH3BP2PTC03HumanThyroidPTC6.94e-041.77e-010.1784
6452SH3BP2PTC04HumanThyroidPTC1.50e-091.46e-010.1927
6452SH3BP2PTC05HumanThyroidPTC1.05e-082.79e-010.2065
6452SH3BP2PTC06HumanThyroidPTC1.23e-122.74e-010.2057
6452SH3BP2PTC07HumanThyroidPTC1.23e-029.50e-020.2044
6452SH3BP2ATC09HumanThyroidATC2.78e-144.03e-010.2871
6452SH3BP2ATC12HumanThyroidATC1.34e-025.07e-020.34
6452SH3BP2ATC13HumanThyroidATC9.68e-254.86e-010.34
6452SH3BP2ATC1HumanThyroidATC2.05e-144.67e-010.2878
6452SH3BP2ATC2HumanThyroidATC9.94e-095.14e-010.34
6452SH3BP2ATC5HumanThyroidATC5.24e-295.10e-010.34
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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
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
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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
SH3BP2SNVMissense_Mutationc.241C>Tp.Pro81Serp.P81SP78314protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-A8-A08P-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilCR
SH3BP2SNVMissense_Mutationrs200207198c.250N>Ap.Val84Metp.V84MP78314protein_codingdeleterious(0)probably_damaging(0.999)TCGA-C5-A7UE-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
SH3BP2SNVMissense_Mutationnovelc.899G>Ap.Gly300Aspp.G300DP78314protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.999)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SH3BP2SNVMissense_Mutationnovelc.1068G>Cp.Glu356Aspp.E356DP78314protein_codingtolerated_low_confidence(0.15)benign(0.007)TCGA-VS-A9UP-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
SH3BP2SNVMissense_Mutationc.971N>Ap.Cys324Tyrp.C324YP78314protein_codingtolerated_low_confidence(0.12)benign(0)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SH3BP2SNVMissense_Mutationrs779608979c.338N>Ap.Arg113Hisp.R113HP78314protein_codingtolerated(0.15)possibly_damaging(0.642)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SH3BP2SNVMissense_Mutationc.1324N>Tp.Pro442Serp.P442SP78314protein_codingtolerated_low_confidence(0.07)possibly_damaging(0.532)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
SH3BP2SNVMissense_Mutationrs763371314c.1325N>Tp.Pro442Leup.P442LP78314protein_codingdeleterious_low_confidence(0.04)probably_damaging(0.963)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
SH3BP2SNVMissense_Mutationc.1517N>Tp.Glu506Valp.E506VP78314protein_codingdeleterious_low_confidence(0)possibly_damaging(0.593)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
SH3BP2SNVMissense_Mutationc.317N>Ap.Arg106Hisp.R106HP78314protein_codingdeleterious(0)probably_damaging(0.938)TCGA-G4-6309-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyxelodaPD
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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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