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: SH3GLB2

Gene summary for SH3GLB2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SH3GLB2

Gene ID

56904

Gene nameSH3 domain containing GRB2 like, endophilin B2
Gene AliasPP6569
Cytomap9q34.11
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q9NR46


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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
56904SH3GLB2HTA11_3410_2000001011HumanColorectumAD9.29e-039.54e-020.0155
56904SH3GLB2HTA11_2487_2000001011HumanColorectumSER1.26e-042.24e-01-0.1808
56904SH3GLB2HTA11_1938_2000001011HumanColorectumAD1.53e-093.76e-01-0.0811
56904SH3GLB2HTA11_347_2000001011HumanColorectumAD2.33e-133.43e-01-0.1954
56904SH3GLB2HTA11_411_2000001011HumanColorectumSER4.42e-055.86e-01-0.2602
56904SH3GLB2HTA11_83_2000001011HumanColorectumSER2.40e-053.33e-01-0.1526
56904SH3GLB2HTA11_696_2000001011HumanColorectumAD1.35e-022.73e-01-0.1464
56904SH3GLB2HTA11_866_2000001011HumanColorectumAD3.89e-032.27e-01-0.1001
56904SH3GLB2HTA11_1391_2000001011HumanColorectumAD5.80e-103.72e-01-0.059
56904SH3GLB2HTA11_866_3004761011HumanColorectumAD9.71e-039.62e-020.096
56904SH3GLB2HTA11_9408_2000001011HumanColorectumAD1.46e-024.53e-010.0451
56904SH3GLB2HTA11_7663_2000001011HumanColorectumSER4.97e-023.22e-010.0131
56904SH3GLB2HTA11_10623_2000001011HumanColorectumAD4.12e-083.85e-01-0.0177
56904SH3GLB2HTA11_7696_3000711011HumanColorectumAD2.30e-021.20e-010.0674
56904SH3GLB2HTA11_99999965062_69753HumanColorectumMSI-H1.69e-027.16e-010.3487
56904SH3GLB2HTA11_99999971662_82457HumanColorectumMSS2.70e-023.34e-010.3859
56904SH3GLB2A015-C-203HumanColorectumFAP5.13e-033.13e-01-0.1294
56904SH3GLB2LZE7THumanEsophagusESCC1.48e-031.50e-010.0667
56904SH3GLB2LZE20THumanEsophagusESCC4.39e-063.09e-010.0662
56904SH3GLB2LZE24THumanEsophagusESCC4.38e-119.66e-020.0596
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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
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
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04144ColorectumADEndocytosis111/2092251/84655.95e-121.42e-109.08e-11111
hsa041441ColorectumADEndocytosis111/2092251/84655.95e-121.42e-109.08e-11111
hsa041442ColorectumSEREndocytosis81/1580251/84651.14e-072.36e-061.71e-0681
hsa041443ColorectumSEREndocytosis81/1580251/84651.14e-072.36e-061.71e-0681
hsa041444ColorectumMSSEndocytosis102/1875251/84651.85e-114.43e-102.71e-10102
hsa041445ColorectumMSSEndocytosis102/1875251/84651.85e-114.43e-102.71e-10102
hsa041446ColorectumFAPEndocytosis78/1404251/84656.20e-092.96e-071.80e-0778
hsa041447ColorectumFAPEndocytosis78/1404251/84656.20e-092.96e-071.80e-0778
hsa04144210EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa0414437EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa0414422LiverHCCEndocytosis178/4020251/84652.03e-145.22e-132.91e-13178
hsa0414432LiverHCCEndocytosis178/4020251/84652.03e-145.22e-132.91e-13178
hsa0414427Oral cavityOSCCEndocytosis174/3704251/84659.42e-174.51e-152.29e-15174
hsa04144112Oral cavityOSCCEndocytosis174/3704251/84659.42e-174.51e-152.29e-15174
hsa0414428Oral cavityLPEndocytosis121/2418251/84651.89e-113.70e-102.38e-10121
hsa0414436Oral cavityLPEndocytosis121/2418251/84651.89e-113.70e-102.38e-10121
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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
SH3GLB2SNVMissense_Mutationnovelc.150N>Tp.Lys50Asnp.K50NQ9NR46protein_codingdeleterious(0.02)probably_damaging(0.988)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SH3GLB2SNVMissense_Mutationc.605G>Tp.Arg202Leup.R202LQ9NR46protein_codingtolerated(0.08)probably_damaging(0.999)TCGA-GM-A2DB-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolCR
SH3GLB2SNVMissense_Mutationnovelc.64T>Cp.Phe22Leup.F22LQ9NR46protein_codingtolerated(0.34)possibly_damaging(0.539)TCGA-S3-AA10-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanCR
SH3GLB2SNVMissense_Mutationc.165N>Tp.Lys55Asnp.K55NQ9NR46protein_codingdeleterious(0.01)possibly_damaging(0.697)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SH3GLB2SNVMissense_Mutationc.433N>Tp.Arg145Cysp.R145CQ9NR46protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
SH3GLB2SNVMissense_Mutationnovelc.320C>Ap.Pro107Glnp.P107QQ9NR46protein_codingtolerated(0.13)possibly_damaging(0.779)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SH3GLB2SNVMissense_Mutationrs774874088c.133N>Tp.Arg45Trpp.R45WQ9NR46protein_codingdeleterious(0)probably_damaging(1)TCGA-QG-A5Z2-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SH3GLB2SNVMissense_Mutationc.433C>Tp.Arg145Cysp.R145CQ9NR46protein_codingdeleterious(0)probably_damaging(0.999)TCGA-EI-6881-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5SD
SH3GLB2SNVMissense_Mutationc.901N>Ap.Ala301Thrp.A301TQ9NR46protein_codingtolerated(0.78)benign(0.003)TCGA-EI-6882-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
SH3GLB2SNVMissense_Mutationc.434N>Ap.Arg145Hisp.R145HQ9NR46protein_codingdeleterious(0.02)probably_damaging(0.999)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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