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: SH3BP4

Gene summary for SH3BP4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SH3BP4

Gene ID

23677

Gene nameSH3 domain binding protein 4
Gene AliasBOG25
Cytomap2q37.2
Gene Typeprotein-coding
GO ID

GO:0001101

UniProtAcc

Q9P0V3


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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
23677SH3BP4GSM4909285HumanBreastIDC2.62e-02-2.16e-010.21
23677SH3BP4GSM4909286HumanBreastIDC3.84e-07-2.46e-010.1081
23677SH3BP4GSM4909298HumanBreastIDC6.82e-052.00e-010.1551
23677SH3BP4GSM4909309HumanBreastIDC5.31e-03-2.13e-010.0483
23677SH3BP4GSM4909311HumanBreastIDC9.94e-05-2.24e-010.1534
23677SH3BP4GSM4909319HumanBreastIDC8.08e-07-1.92e-010.1563
23677SH3BP4GSM4909321HumanBreastIDC3.84e-07-2.46e-010.1559
23677SH3BP4brca10HumanBreastPrecancer3.35e-085.20e-01-0.0029
23677SH3BP4NCCBC5HumanBreastDCIS2.05e-04-2.36e-010.2046
23677SH3BP4DCIS2HumanBreastDCIS3.21e-308.20e-020.0085
23677SH3BP4LZE4THumanEsophagusESCC4.25e-047.58e-020.0811
23677SH3BP4LZE7THumanEsophagusESCC4.37e-023.65e-020.0667
23677SH3BP4LZE8THumanEsophagusESCC2.08e-025.68e-030.067
23677SH3BP4LZE24THumanEsophagusESCC9.10e-105.33e-010.0596
23677SH3BP4P1T-EHumanEsophagusESCC6.47e-082.04e-010.0875
23677SH3BP4P2T-EHumanEsophagusESCC5.87e-238.10e-020.1177
23677SH3BP4P4T-EHumanEsophagusESCC9.26e-071.92e-010.1323
23677SH3BP4P5T-EHumanEsophagusESCC3.97e-172.35e-010.1327
23677SH3BP4P8T-EHumanEsophagusESCC2.12e-193.10e-010.0889
23677SH3BP4P9T-EHumanEsophagusESCC6.67e-087.69e-020.1131
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
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:00513468BreastPrecancernegative regulation of hydrolase activity50/1080379/187233.85e-082.34e-0650
GO:00098969BreastPrecancerpositive regulation of catabolic process48/1080492/187232.62e-043.84e-0348
GO:00313319BreastPrecancerpositive regulation of cellular catabolic process43/1080427/187232.75e-044.00e-0343
GO:00160497BreastPrecancercell growth46/1080482/187235.63e-047.16e-0346
GO:00015587BreastPrecancerregulation of cell growth39/1080414/187231.81e-031.78e-0239
GO:00011015BreastPrecancerresponse to acid chemical16/1080135/187234.85e-033.67e-0216
GO:005134613BreastIDCnegative regulation of hydrolase activity71/1434379/187231.33e-122.90e-1071
GO:000989614BreastIDCpositive regulation of catabolic process62/1434492/187237.06e-051.42e-0362
GO:003133114BreastIDCpositive regulation of cellular catabolic process54/1434427/187231.85e-043.07e-0354
GO:001604913BreastIDCcell growth56/1434482/187231.16e-031.26e-0256
GO:000155813BreastIDCregulation of cell growth49/1434414/187231.55e-031.55e-0249
GO:000110112BreastIDCresponse to acid chemical20/1434135/187233.28e-032.75e-0220
GO:00432003BreastIDCresponse to amino acid17/1434116/187237.13e-034.92e-0217
GO:005134623BreastDCISnegative regulation of hydrolase activity64/1390379/187234.32e-104.80e-0864
GO:000989624BreastDCISpositive regulation of catabolic process61/1390492/187235.32e-051.09e-0361
GO:003133124BreastDCISpositive regulation of cellular catabolic process54/1390427/187238.34e-051.58e-0354
GO:001604923BreastDCIScell growth54/1390482/187231.60e-031.59e-0254
GO:000155822BreastDCISregulation of cell growth47/1390414/187232.39e-032.16e-0247
GO:000110121BreastDCISresponse to acid chemical19/1390135/187235.17e-033.81e-0219
GO:0009896111EsophagusESCCpositive regulation of catabolic process332/8552492/187234.36e-239.22e-21332
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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
SH3BP4SNVMissense_Mutationnovelc.853N>Cp.Thr285Prop.T285PQ9P0V3protein_codingdeleterious(0.04)possibly_damaging(0.572)TCGA-A8-A06Y-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozolePD
SH3BP4SNVMissense_Mutationrs754687295c.238N>Ap.Asp80Asnp.D80NQ9P0V3protein_codingdeleterious_low_confidence(0)probably_damaging(0.969)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SH3BP4SNVMissense_Mutationrs144140235c.728N>Ap.Arg243Hisp.R243HQ9P0V3protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AR-A256-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinPD
SH3BP4SNVMissense_Mutationnovelc.1688N>Tp.Gln563Leup.Q563LQ9P0V3protein_codingdeleterious(0.02)probably_damaging(0.983)TCGA-B6-A0IN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
SH3BP4SNVMissense_Mutationc.1442N>Gp.Pro481Argp.P481RQ9P0V3protein_codingdeleterious(0)probably_damaging(0.999)TCGA-D8-A1XW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycin+cyclophosphamideSD
SH3BP4SNVMissense_Mutationrs375744207c.772G>Ap.Asp258Asnp.D258NQ9P0V3protein_codingtolerated(0.64)benign(0.001)TCGA-E2-A1LH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SH3BP4SNVMissense_Mutationrs773132376c.1027N>Ap.Glu343Lysp.E343KQ9P0V3protein_codingdeleterious(0.03)benign(0.364)TCGA-EW-A1IY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
SH3BP4SNVMissense_Mutationrs376165917c.2069N>Tp.Arg690Leup.R690LQ9P0V3protein_codingdeleterious(0)benign(0.131)TCGA-GM-A3NY-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
SH3BP4insertionFrame_Shift_Insnovelc.855_856insCATCAGGTACATGATGTAGTGGTTGGTGGTAAGAp.Ala286HisfsTer51p.A286Hfs*51Q9P0V3protein_codingTCGA-A8-A06Y-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozolePD
SH3BP4insertionIn_Frame_Insnovelc.1201_1202insGACp.Ile401delinsArgLeup.I401delinsRLQ9P0V3protein_codingTCGA-A8-A09W-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
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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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