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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: SMAP2

Gene summary for SMAP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SMAP2

Gene ID

64744

Gene namesmall ArfGAP2
Gene AliasSMAP1L
Cytomap1p34.2
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

Q8WU79


Top

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
64744SMAP2NAFLD1HumanLiverNAFLD3.95e-043.51e-01-0.04
64744SMAP2S43HumanLiverCirrhotic9.06e-057.59e-02-0.0187
64744SMAP2HCC1_MengHumanLiverHCC1.47e-487.37e-020.0246
64744SMAP2HCC2_MengHumanLiverHCC6.28e-08-3.62e-020.0107
64744SMAP2HCC1HumanLiverHCC8.51e-033.63e+000.5336
64744SMAP2HCC2HumanLiverHCC3.84e-193.13e+000.5341
64744SMAP2HCC5HumanLiverHCC1.89e-042.03e+000.4932
64744SMAP2Pt13.bHumanLiverHCC1.20e-027.68e-020.0251
64744SMAP2S014HumanLiverHCC1.76e-022.46e-010.2254
64744SMAP2S016HumanLiverHCC2.42e-053.44e-010.2243
64744SMAP2S027HumanLiverHCC1.19e-025.29e-010.2446
64744SMAP2S028HumanLiverHCC1.77e-116.17e-010.2503
64744SMAP2S029HumanLiverHCC2.66e-085.79e-010.2581
64744SMAP2C21HumanOral cavityOSCC1.91e-094.24e-010.2678
64744SMAP2C30HumanOral cavityOSCC5.07e-095.21e-010.3055
64744SMAP2C51HumanOral cavityOSCC1.05e-022.40e-010.2674
64744SMAP2C06HumanOral cavityOSCC1.65e-046.20e-010.2699
64744SMAP2C08HumanOral cavityOSCC5.77e-037.68e-020.1919
64744SMAP2LN22HumanOral cavityOSCC3.49e-027.77e-010.1733
64744SMAP2EOLP-1HumanOral cavityEOLP3.86e-216.18e-01-0.0202
Page: 1 2 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0414412LiverCirrhoticEndocytosis119/2530251/84652.33e-094.56e-082.81e-08119
hsa0414413LiverCirrhoticEndocytosis119/2530251/84652.33e-094.56e-082.81e-08119
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
hsa0414442Oral cavityEOLPEndocytosis71/1218251/84655.28e-098.97e-085.29e-0871
hsa0414452Oral cavityEOLPEndocytosis71/1218251/84655.28e-098.97e-085.29e-0871
hsa0414461Oral cavityNEOLPEndocytosis62/1112251/84653.56e-074.92e-063.09e-0662
hsa0414471Oral cavityNEOLPEndocytosis62/1112251/84653.56e-074.92e-063.09e-0662
hsa0414425ProstateBPHEndocytosis89/1718251/84651.06e-081.29e-077.99e-0889
hsa04144111ProstateBPHEndocytosis89/1718251/84651.06e-081.29e-077.99e-0889
hsa0414426ProstateTumorEndocytosis92/1791251/84657.83e-091.04e-076.43e-0892
hsa0414435ProstateTumorEndocytosis92/1791251/84657.83e-091.04e-076.43e-0892
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
SMAP2insertionFrame_Shift_Insnovelc.307_308insCAGGAGTTCACAACCAGCCTAAGCAACATAGGp.Arg103ProfsTer15p.R103Pfs*15Q8WU79protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SMAP2SNVMissense_Mutationnovelc.692C>Tp.Ser231Phep.S231FQ8WU79protein_codingtolerated(0.05)possibly_damaging(0.554)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SMAP2SNVMissense_Mutationc.805C>Ap.Leu269Ilep.L269IQ8WU79protein_codingdeleterious(0)probably_damaging(0.967)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SMAP2SNVMissense_Mutationc.283N>Ap.Ala95Thrp.A95TQ8WU79protein_codingdeleterious(0)benign(0.151)TCGA-AA-3664-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SMAP2SNVMissense_Mutationnovelc.1005N>Ap.Met335Ilep.M335IQ8WU79protein_codingtolerated(0.23)benign(0)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SMAP2SNVMissense_Mutationrs150217633c.377N>Ap.Arg126Glnp.R126QQ8WU79protein_codingdeleterious(0.02)possibly_damaging(0.82)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
SMAP2SNVMissense_Mutationnovelc.208N>Ap.Leu70Ilep.L70IQ8WU79protein_codingdeleterious(0.02)probably_damaging(0.917)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
SMAP2SNVMissense_Mutationrs374827569c.521N>Ap.Arg174Glnp.R174QQ8WU79protein_codingdeleterious(0.04)benign(0.058)TCGA-AX-A0IZ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SMAP2SNVMissense_Mutationnovelc.77A>Cp.Lys26Thrp.K26TQ8WU79protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
SMAP2SNVMissense_Mutationc.35N>Gp.Tyr12Cysp.Y12CQ8WU79protein_codingdeleterious(0)probably_damaging(0.916)TCGA-B5-A11N-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 

Top

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
Page: 1