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: SMARCB1

Gene summary for SMARCB1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SMARCB1

Gene ID

6598

Gene nameSWI/SNF related, matrix associated, actin dependent regulator of chromatin, subfamily b, member 1
Gene AliasBAF47
Cytomap22q11.23
Gene Typeprotein-coding
GO ID

GO:0001188

UniProtAcc

Q12824


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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
6598SMARCB1AEH-subject1HumanEndometriumAEH3.93e-18-4.44e-01-0.3059
6598SMARCB1AEH-subject2HumanEndometriumAEH6.71e-17-3.76e-01-0.2525
6598SMARCB1AEH-subject3HumanEndometriumAEH9.17e-11-3.60e-01-0.2576
6598SMARCB1AEH-subject4HumanEndometriumAEH3.95e-12-3.86e-01-0.2657
6598SMARCB1AEH-subject5HumanEndometriumAEH1.11e-23-5.31e-01-0.2953
6598SMARCB1EEC-subject1HumanEndometriumEEC2.06e-24-4.54e-01-0.2682
6598SMARCB1EEC-subject2HumanEndometriumEEC7.48e-16-4.34e-01-0.2607
6598SMARCB1EEC-subject3HumanEndometriumEEC1.32e-44-5.19e-01-0.2525
6598SMARCB1EEC-subject4HumanEndometriumEEC1.70e-12-4.15e-01-0.2571
6598SMARCB1EEC-subject5HumanEndometriumEEC4.02e-09-3.50e-01-0.249
6598SMARCB1GSM5276934HumanEndometriumEEC4.52e-20-4.99e-01-0.0913
6598SMARCB1GSM5276937HumanEndometriumEEC2.60e-19-4.62e-01-0.0897
6598SMARCB1GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC1.30e-39-3.19e-01-0.1869
6598SMARCB1GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC2.66e-34-3.14e-01-0.1875
6598SMARCB1GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC1.71e-36-4.32e-01-0.1883
6598SMARCB1GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC1.40e-35-4.30e-01-0.1934
6598SMARCB1GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC3.77e-43-2.36e-01-0.1917
6598SMARCB1GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC8.01e-50-1.95e-01-0.1916
6598SMARCB1GSM6177623_NYU_UCEC3_VisHumanEndometriumEEC6.43e-04-2.02e-01-0.1269
6598SMARCB1LZE2THumanEsophagusESCC1.36e-021.01e+000.082
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
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
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
GO:001603216EndometriumAEHviral process110/2100415/187231.99e-181.09e-15110
GO:001905816EndometriumAEHviral life cycle86/2100317/187232.53e-157.58e-1386
GO:001907916EndometriumAEHviral genome replication43/2100131/187233.22e-114.60e-0943
GO:004440316EndometriumAEHbiological process involved in symbiotic interaction70/2100290/187233.26e-103.55e-0870
GO:000974316EndometriumAEHresponse to carbohydrate62/2100253/187231.76e-091.51e-0762
GO:003428416EndometriumAEHresponse to monosaccharide57/2100225/187232.13e-091.77e-0757
GO:000974615EndometriumAEHresponse to hexose54/2100219/187231.54e-089.72e-0754
GO:000974910EndometriumAEHresponse to glucose52/2100212/187233.40e-081.91e-0652
GO:00016789EndometriumAEHcellular glucose homeostasis44/2100172/187231.04e-075.07e-0644
GO:007132210EndometriumAEHcellular response to carbohydrate stimulus41/2100163/187234.55e-071.87e-0541
GO:00017019EndometriumAEHin utero embryonic development73/2100367/187237.18e-072.63e-0573
GO:00713339EndometriumAEHcellular response to glucose stimulus38/2100151/187231.17e-063.82e-0538
GO:00713319EndometriumAEHcellular response to hexose stimulus38/2100153/187231.65e-065.13e-0538
GO:004259310EndometriumAEHglucose homeostasis55/2100258/187231.87e-065.74e-0555
GO:00713269EndometriumAEHcellular response to monosaccharide stimulus38/2100154/187231.96e-065.93e-0538
GO:003350010EndometriumAEHcarbohydrate homeostasis55/2100259/187232.12e-066.31e-0555
GO:002241115EndometriumAEHcellular component disassembly80/2100443/187231.07e-052.45e-0480
GO:00329848EndometriumAEHprotein-containing complex disassembly45/2100224/187237.16e-051.10e-0345
GO:00396942EndometriumAEHviral RNA genome replication12/210035/187232.69e-043.12e-0312
GO:00518174EndometriumAEHmodulation of process of other organism involved in symbiotic interaction19/210081/187231.32e-031.12e-0219
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0471426EndometriumAEHThermogenesis85/1197232/84653.44e-189.33e-176.83e-1785
hsa04714111EndometriumAEHThermogenesis85/1197232/84653.44e-189.33e-176.83e-1785
hsa0471427EndometriumEECThermogenesis85/1237232/84652.79e-177.05e-165.26e-1685
hsa0471436EndometriumEECThermogenesis85/1237232/84652.79e-177.05e-165.26e-1685
hsa0471439EsophagusHGINThermogenesis91/1383232/84651.97e-175.36e-164.25e-1691
hsa04714114EsophagusHGINThermogenesis91/1383232/84651.97e-175.36e-164.25e-1691
hsa04714211EsophagusESCCThermogenesis163/4205232/84659.22e-111.14e-095.86e-10163
hsa032509EsophagusESCCViral life cycle - HIV-154/420563/84652.01e-092.17e-081.11e-0854
hsa0522518EsophagusESCCHepatocellular carcinoma109/4205168/84654.27e-051.88e-049.64e-05109
hsa04714310EsophagusESCCThermogenesis163/4205232/84659.22e-111.14e-095.86e-10163
hsa0325014EsophagusESCCViral life cycle - HIV-154/420563/84652.01e-092.17e-081.11e-0854
hsa0522519EsophagusESCCHepatocellular carcinoma109/4205168/84654.27e-051.88e-049.64e-05109
hsa0471414LiverCirrhoticThermogenesis121/2530232/84655.70e-131.36e-118.36e-12121
hsa0471415LiverCirrhoticThermogenesis121/2530232/84655.70e-131.36e-118.36e-12121
hsa0471422LiverHCCThermogenesis170/4020232/84655.36e-162.25e-141.25e-14170
hsa052258LiverHCCHepatocellular carcinoma106/4020168/84652.87e-051.85e-041.03e-04106
hsa032502LiverHCCViral life cycle - HIV-146/402063/84653.25e-051.88e-041.04e-0446
hsa0471432LiverHCCThermogenesis170/4020232/84655.36e-162.25e-141.25e-14170
hsa0522511LiverHCCHepatocellular carcinoma106/4020168/84652.87e-051.85e-041.03e-04106
hsa0325011LiverHCCViral life cycle - HIV-146/402063/84653.25e-051.88e-041.04e-0446
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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
SMARCB1BNCervixHealthyAC010422.8,SDHAF1,TNFRSF13B, etc.6.90e-02The 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.
SMARCB1BNCervixN_HPVAC010422.8,SDHAF1,TNFRSF13B, etc.1.21e-01The 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.
SMARCB1CTColorectumCRCFAM227A,KSR2,GOLT1B, etc.6.32e-03The 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.
SMARCB1AT1LungIACMTCH1,HMGA1,UQCR10, etc.8.51e-02The 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.
SMARCB1TH1LungADJCD79A,PTGDS,ITGB7, etc.1.26e-01The 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.
SMARCB1PLALungAISPRPSAP2,MUC1,IGHM, etc.7.87e-02The 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.
SMARCB1PLALungIACPOU2AF1,VPREB3,TNFRSF13B, etc.1.16e-01The 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.
SMARCB1MAITLungIACPOU2AF1,VPREB3,TNFRSF13B, etc.4.44e-16The 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.
SMARCB1GDTLungIACPOU2AF1,VPREB3,TNFRSF13B, etc.6.59e-03The 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.
SMARCB1GCLungIACPOU2AF1,VPREB3,TNFRSF13B, etc.3.48e-02The 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.
∗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
SMARCB1SNVMissense_Mutationc.811N>Ap.Val271Ilep.V271Iprotein_codingtolerated(0.41)possibly_damaging(0.767)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
SMARCB1insertionNonsense_Mutationnovelc.481_482insAATAGAp.Cys161delinsTerp.C161delins*protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SMARCB1insertionFrame_Shift_Insnovelc.277_278insAGCACTTCATCCTGGCAGCCAGTGTGCTAGAGCCCATp.Gly93GlufsTer16p.G93Efs*16protein_codingTCGA-BH-A0DP-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
SMARCB1SNVMissense_Mutationrs767791254c.283N>Ap.Asp95Asnp.D95Nprotein_codingdeleterious(0.01)probably_damaging(0.913)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SMARCB1SNVMissense_Mutationnovelc.953N>Tp.Thr318Ilep.T318Iprotein_codingdeleterious(0)possibly_damaging(0.578)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SMARCB1SNVMissense_Mutationc.448N>Ap.Asp150Asnp.D150Nprotein_codingtolerated(0.22)benign(0.037)TCGA-IR-A3LL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SMARCB1SNVMissense_Mutationc.767C>Gp.Ser256Cysp.S256Cprotein_codingtolerated(0.09)possibly_damaging(0.673)TCGA-LP-A4AV-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SMARCB1insertionNonsense_Mutationnovelc.100_101insTTGAACAATGAGAACp.Asn34delinsIleGluGlnTerGluHisp.N34delinsIEQ*EHprotein_codingTCGA-DS-A1OD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
SMARCB1SNVMissense_Mutationrs387906812c.1157G>Ap.Arg386Hisp.R386Hprotein_codingdeleterious(0)probably_damaging(0.96)TCGA-A6-2678-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapy5-fluorouracilSD
SMARCB1SNVMissense_Mutationnovelc.14N>Tp.Ala5Valp.A5Vprotein_codingtolerated_low_confidence(0.08)benign(0.324)TCGA-A6-3808-01Colorectumcolon adenocarcinomaMale>=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
6598SMARCB1CLINICALLY ACTIONABLEradiotherapy23190500
6598SMARCB1CLINICALLY ACTIONABLEAlvocidibALVOCIDIB18223228
6598SMARCB1CLINICALLY ACTIONABLETazemetostatTAZEMETOSTAT26360609,23620515
6598SMARCB1CLINICALLY ACTIONABLETazemetostatTAZEMETOSTAT
6598SMARCB1CLINICALLY ACTIONABLEDZNeP23190500
6598SMARCB1CLINICALLY ACTIONABLEVorinostatVORINOSTAT23764045
6598SMARCB1CLINICALLY ACTIONABLETAZEMETOSTATTAZEMETOSTAT29650362,23620515
6598SMARCB1CLINICALLY ACTIONABLEPANOBINOSTATPANOBINOSTAT26920892
6598SMARCB1CLINICALLY ACTIONABLEFenretinideFENRETINIDE23764045
6598SMARCB1CLINICALLY ACTIONABLEPalbociclibPALBOCICLIB21871868
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