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: SH3BP1

Gene summary for SH3BP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SH3BP1

Gene ID

23616

Gene nameSH3 domain binding protein 1
Gene AliasARHGAP43
Cytomap22q13.1
Gene Typeprotein-coding
GO ID

GO:0001667

UniProtAcc

Q9Y3L3


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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
23616SH3BP1HTA11_3410_2000001011HumanColorectumAD2.84e-041.21e-010.0155
23616SH3BP1HTA11_2487_2000001011HumanColorectumSER3.70e-092.48e-01-0.1808
23616SH3BP1HTA11_1938_2000001011HumanColorectumAD8.58e-133.80e-01-0.0811
23616SH3BP1HTA11_78_2000001011HumanColorectumAD1.84e-031.43e-01-0.1088
23616SH3BP1HTA11_347_2000001011HumanColorectumAD8.14e-122.38e-01-0.1954
23616SH3BP1HTA11_3361_2000001011HumanColorectumAD1.41e-082.76e-01-0.1207
23616SH3BP1HTA11_83_2000001011HumanColorectumSER1.79e-041.89e-01-0.1526
23616SH3BP1HTA11_696_2000001011HumanColorectumAD5.26e-163.63e-01-0.1464
23616SH3BP1HTA11_866_2000001011HumanColorectumAD1.85e-082.15e-01-0.1001
23616SH3BP1HTA11_1391_2000001011HumanColorectumAD6.55e-215.27e-01-0.059
23616SH3BP1HTA11_2992_2000001011HumanColorectumSER2.44e-093.99e-01-0.1706
23616SH3BP1HTA11_5212_2000001011HumanColorectumAD8.16e-073.20e-01-0.2061
23616SH3BP1HTA11_546_2000001011HumanColorectumAD2.42e-103.45e-01-0.0842
23616SH3BP1HTA11_866_3004761011HumanColorectumAD9.76e-051.64e-010.096
23616SH3BP1HTA11_8622_2000001021HumanColorectumSER3.19e-021.60e-010.0528
23616SH3BP1HTA11_10623_2000001011HumanColorectumAD9.21e-083.16e-01-0.0177
23616SH3BP1HTA11_6801_2000001011HumanColorectumSER1.64e-053.27e-010.0171
23616SH3BP1HTA11_10711_2000001011HumanColorectumAD1.28e-041.62e-010.0338
23616SH3BP1HTA11_7696_3000711011HumanColorectumAD2.85e-072.46e-010.0674
23616SH3BP1HTA11_7469_2000001011HumanColorectumAD2.39e-033.72e-01-0.0124
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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:0007015ColorectumADactin filament organization167/3918442/187231.65e-167.94e-14167
GO:0032535ColorectumADregulation of cellular component size142/3918383/187231.74e-133.41e-11142
GO:1902903ColorectumADregulation of supramolecular fiber organization139/3918383/187232.01e-123.19e-10139
GO:0032970ColorectumADregulation of actin filament-based process142/3918397/187234.05e-125.90e-10142
GO:0110053ColorectumADregulation of actin filament organization108/3918278/187235.02e-126.98e-10108
GO:0008154ColorectumADactin polymerization or depolymerization90/3918218/187236.14e-128.23e-1090
GO:0008064ColorectumADregulation of actin polymerization or depolymerization79/3918188/187234.17e-114.74e-0979
GO:0030832ColorectumADregulation of actin filament length79/3918189/187235.71e-116.27e-0979
GO:0032956ColorectumADregulation of actin cytoskeleton organization127/3918358/187231.03e-101.04e-08127
GO:0022411ColorectumADcellular component disassembly147/3918443/187238.53e-106.76e-08147
GO:0034329ColorectumADcell junction assembly136/3918420/187232.02e-081.15e-06136
GO:0032984ColorectumADprotein-containing complex disassembly81/3918224/187239.41e-084.65e-0681
GO:0007163ColorectumADestablishment or maintenance of cell polarity77/3918218/187235.72e-072.08e-0577
GO:0043087ColorectumADregulation of GTPase activity110/3918348/187231.64e-065.03e-05110
GO:0007265ColorectumADRas protein signal transduction104/3918337/187231.01e-052.35e-04104
GO:0030042ColorectumADactin filament depolymerization27/391859/187231.65e-053.47e-0427
GO:0051056ColorectumADregulation of small GTPase mediated signal transduction94/3918302/187231.81e-053.76e-0494
GO:0001667ColorectumADameboidal-type cell migration137/3918475/187232.17e-054.33e-04137
GO:0030010ColorectumADestablishment of cell polarity50/3918143/187236.90e-051.11e-0350
GO:0030834ColorectumADregulation of actin filament depolymerization24/391854/187238.58e-051.33e-0324
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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
SH3BP1SNVMissense_Mutationc.147C>Gp.Ile49Metp.I49MQ9Y3L3protein_codingdeleterious(0.02)possibly_damaging(0.541)TCGA-AN-A0XP-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
SH3BP1SNVMissense_Mutationc.532A>Gp.Ser178Glyp.S178GQ9Y3L3protein_codingtolerated(0.33)benign(0.015)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
SH3BP1SNVMissense_Mutationnovelc.1623A>Cp.Arg541Serp.R541SQ9Y3L3protein_codingdeleterious(0.04)benign(0.01)TCGA-E2-A1L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
SH3BP1insertionIn_Frame_Insnovelc.1105_1106insGTTCTGCTCCGACCCGCACGCp.Met369delinsSerSerAlaProThrArgThrLeup.M369delinsSSAPTRTLQ9Y3L3protein_codingTCGA-A7-A0D9-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
SH3BP1insertionIn_Frame_Insnovelc.705_706insTCGATGGGCAGGp.Ala235_Asp236insSerMetGlyArgp.A235_D236insSMGRQ9Y3L3protein_codingTCGA-A8-A093-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
SH3BP1insertionNonsense_Mutationnovelc.630_631insAAGAATGACTGAATGGTGAATAACAGGTCACTGTp.Ala211LysfsTer4p.A211Kfs*4Q9Y3L3protein_codingTCGA-A8-A09W-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
SH3BP1SNVMissense_Mutationnovelc.552N>Ap.Met184Ilep.M184IQ9Y3L3protein_codingtolerated(0.14)benign(0.001)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SH3BP1SNVMissense_Mutationrs754015130c.1372N>Ap.Val458Ilep.V458IQ9Y3L3protein_codingtolerated(0.82)benign(0.153)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SH3BP1SNVMissense_Mutationnovelc.307G>Ap.Ala103Thrp.A103TQ9Y3L3protein_codingtolerated(0.46)benign(0.253)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SH3BP1SNVMissense_Mutationc.1537N>Ap.Pro513Thrp.P513TQ9Y3L3protein_codingtolerated(0.18)benign(0.031)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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