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: SH3BP5L

Gene summary for SH3BP5L

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SH3BP5L

Gene ID

80851

Gene nameSH3 binding domain protein 5 like
Gene AliasSH3BP5L
Cytomap1q44
Gene Typeprotein-coding
GO ID

GO:0001932

UniProtAcc

Q7L8J4


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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
80851SH3BP5LHTA11_2487_2000001011HumanColorectumSER7.17e-032.35e-01-0.1808
80851SH3BP5LHTA11_1938_2000001011HumanColorectumAD6.01e-032.30e-01-0.0811
80851SH3BP5LHTA11_347_2000001011HumanColorectumAD1.90e-052.17e-01-0.1954
80851SH3BP5LHTA11_411_2000001011HumanColorectumSER1.69e-035.74e-01-0.2602
80851SH3BP5LHTA11_696_2000001011HumanColorectumAD4.74e-092.98e-01-0.1464
80851SH3BP5LHTA11_1391_2000001011HumanColorectumAD2.07e-083.69e-01-0.059
80851SH3BP5LHTA11_866_3004761011HumanColorectumAD4.20e-082.94e-010.096
80851SH3BP5LHTA11_7696_3000711011HumanColorectumAD4.28e-031.67e-010.0674
80851SH3BP5LHTA11_99999971662_82457HumanColorectumMSS3.18e-082.79e-010.3859
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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
∗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
SH3BP5LSNVMissense_Mutationc.793N>Ap.Glu265Lysp.E265KQ7L8J4protein_codingdeleterious(0)probably_damaging(0.998)TCGA-E2-A1LG-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
SH3BP5LinsertionFrame_Shift_Insnovelc.406_407insAGATGTGTGATGTGCTGACAGACATp.Arg136GlnfsTer28p.R136Qfs*28Q7L8J4protein_codingTCGA-AO-A0JD-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
SH3BP5LSNVMissense_Mutationc.97G>Ap.Ala33Thrp.A33TQ7L8J4protein_codingtolerated_low_confidence(0.54)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SH3BP5LSNVMissense_Mutationnovelc.376N>Ap.Ala126Thrp.A126TQ7L8J4protein_codingdeleterious(0.03)probably_damaging(0.986)TCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
SH3BP5LSNVMissense_Mutationc.665N>Ap.Ser222Asnp.S222NQ7L8J4protein_codingdeleterious(0)probably_damaging(0.986)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
SH3BP5LSNVMissense_Mutationrs755760884c.287C>Tp.Ala96Valp.A96VQ7L8J4protein_codingtolerated(0.08)benign(0.109)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
SH3BP5LSNVMissense_Mutationnovelc.4G>Tp.Ala2Serp.A2SQ7L8J4protein_codingtolerated_low_confidence(0.15)benign(0.026)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
SH3BP5LSNVMissense_Mutationnovelc.358N>Tp.Arg120Trpp.R120WQ7L8J4protein_codingdeleterious(0)probably_damaging(0.94)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
SH3BP5LSNVMissense_Mutationnovelc.550G>Ap.Glu184Lysp.E184KQ7L8J4protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SH3BP5LSNVMissense_Mutationc.1016G>Ap.Arg339Hisp.R339HQ7L8J4protein_codingdeleterious(0.01)benign(0.007)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=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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