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: SH3BP5

Gene summary for SH3BP5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SH3BP5

Gene ID

9467

Gene nameSH3 domain binding protein 5
Gene AliasSAB
Cytomap3p25.1
Gene Typeprotein-coding
GO ID

GO:0001932

UniProtAcc

A0A024R2J3


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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
9467SH3BP5LZE21THumanEsophagusESCC2.16e-034.16e-010.0655
9467SH3BP5P2T-EHumanEsophagusESCC1.93e-511.01e+000.1177
9467SH3BP5P4T-EHumanEsophagusESCC7.89e-225.32e-010.1323
9467SH3BP5P5T-EHumanEsophagusESCC6.18e-194.47e-010.1327
9467SH3BP5P8T-EHumanEsophagusESCC3.43e-072.74e-010.0889
9467SH3BP5P9T-EHumanEsophagusESCC2.48e-083.49e-010.1131
9467SH3BP5P10T-EHumanEsophagusESCC3.02e-366.96e-010.116
9467SH3BP5P12T-EHumanEsophagusESCC2.72e-388.66e-010.1122
9467SH3BP5P15T-EHumanEsophagusESCC1.73e-042.52e-010.1149
9467SH3BP5P16T-EHumanEsophagusESCC6.26e-224.06e-010.1153
9467SH3BP5P17T-EHumanEsophagusESCC1.21e-044.94e-010.1278
9467SH3BP5P19T-EHumanEsophagusESCC7.31e-034.10e-010.1662
9467SH3BP5P21T-EHumanEsophagusESCC5.63e-091.58e-010.1617
9467SH3BP5P22T-EHumanEsophagusESCC3.76e-089.55e-020.1236
9467SH3BP5P23T-EHumanEsophagusESCC1.90e-308.66e-010.108
9467SH3BP5P24T-EHumanEsophagusESCC2.62e-082.23e-010.1287
9467SH3BP5P26T-EHumanEsophagusESCC1.45e-123.10e-010.1276
9467SH3BP5P27T-EHumanEsophagusESCC3.77e-274.90e-010.1055
9467SH3BP5P28T-EHumanEsophagusESCC5.93e-052.00e-010.1149
9467SH3BP5P30T-EHumanEsophagusESCC3.28e-022.53e-010.137
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EsophagusThe 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.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
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
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
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
GO:0010563ColorectumADnegative regulation of phosphorus metabolic process130/3918442/187231.26e-052.76e-04130
GO:0045936ColorectumADnegative regulation of phosphate metabolic process129/3918441/187231.81e-053.76e-04129
GO:0051348ColorectumADnegative regulation of transferase activity85/3918268/187232.07e-054.19e-0485
GO:0042326ColorectumADnegative regulation of phosphorylation112/3918385/187238.02e-051.27e-03112
GO:0001933ColorectumADnegative regulation of protein phosphorylation101/3918342/187239.39e-051.42e-03101
GO:0006469ColorectumADnegative regulation of protein kinase activity65/3918212/187235.21e-045.62e-0365
GO:0033673ColorectumADnegative regulation of kinase activity71/3918237/187236.18e-046.47e-0371
GO:0061099ColorectumADnegative regulation of protein tyrosine kinase activity13/391831/187236.53e-034.06e-0213
GO:00513481ColorectumSERnegative regulation of transferase activity70/2897268/187234.27e-061.62e-0470
GO:00105631ColorectumSERnegative regulation of phosphorus metabolic process101/2897442/187232.39e-056.70e-04101
GO:00459361ColorectumSERnegative regulation of phosphate metabolic process100/2897441/187233.62e-059.39e-04100
GO:00019331ColorectumSERnegative regulation of protein phosphorylation79/2897342/187231.21e-042.49e-0379
GO:00423261ColorectumSERnegative regulation of phosphorylation86/2897385/187232.10e-043.78e-0386
GO:00336731ColorectumSERnegative regulation of kinase activity57/2897237/187233.48e-045.46e-0357
GO:00064691ColorectumSERnegative regulation of protein kinase activity52/2897212/187233.75e-045.74e-0352
GO:00513482ColorectumMSSnegative regulation of transferase activity80/3467268/187234.06e-061.17e-0480
GO:00105632ColorectumMSSnegative regulation of phosphorus metabolic process118/3467442/187231.18e-052.77e-04118
GO:00459362ColorectumMSSnegative regulation of phosphate metabolic process117/3467441/187231.74e-053.84e-04117
GO:00423262ColorectumMSSnegative regulation of phosphorylation103/3467385/187233.76e-057.17e-04103
GO:00019332ColorectumMSSnegative regulation of protein phosphorylation93/3467342/187234.54e-058.35e-0493
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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
SH3BP5SNVMissense_Mutationrs757656126c.1171N>Cp.Glu391Glnp.E391QO60239protein_codingdeleterious_low_confidence(0)probably_damaging(0.994)TCGA-A2-A4RW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
SH3BP5SNVMissense_Mutationc.781N>Tp.Arg261Trpp.R261WO60239protein_codingdeleterious(0)probably_damaging(0.95)TCGA-E2-A1IH-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyaromasinSD
SH3BP5SNVMissense_Mutationnovelc.1342N>Ap.Asp448Asnp.D448NO60239protein_codingtolerated_low_confidence(0.07)benign(0)TCGA-GM-A2DF-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolCR
SH3BP5SNVMissense_Mutationnovelc.805N>Tp.Arg269Trpp.R269WO60239protein_codingdeleterious(0)probably_damaging(0.927)TCGA-PE-A5DE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
SH3BP5SNVMissense_Mutationnovelc.577C>Tp.Arg193Cysp.R193CO60239protein_codingtolerated(0.06)benign(0.022)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SH3BP5SNVMissense_Mutationc.366C>Ap.Phe122Leup.F122LO60239protein_codingdeleterious(0)possibly_damaging(0.869)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
SH3BP5SNVMissense_Mutationc.785G>Ap.Arg262Hisp.R262HO60239protein_codingdeleterious(0.03)benign(0.033)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
SH3BP5SNVMissense_Mutationc.571N>Gp.Met191Valp.M191VO60239protein_codingtolerated(0.26)benign(0.04)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SH3BP5SNVMissense_Mutationc.785N>Ap.Arg262Hisp.R262HO60239protein_codingdeleterious(0.03)benign(0.033)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SH3BP5SNVMissense_Mutationc.214N>Cp.Lys72Glnp.K72QO60239protein_codingtolerated(0.1)possibly_damaging(0.882)TCGA-CA-5254-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyoxaliplatinCR
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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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