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: SCARB1

Gene summary for SCARB1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SCARB1

Gene ID

949

Gene namescavenger receptor class B member 1
Gene AliasCD36L1
Cytomap12q24.31
Gene Typeprotein-coding
GO ID

GO:0001667

UniProtAcc

Q8WTV0


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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
949SCARB1LZE7THumanEsophagusESCC4.72e-041.87e-010.0667
949SCARB1LZE20THumanEsophagusESCC6.97e-031.09e-010.0662
949SCARB1LZE22THumanEsophagusESCC7.08e-033.18e-010.068
949SCARB1LZE24THumanEsophagusESCC5.02e-031.88e-010.0596
949SCARB1P1T-EHumanEsophagusESCC3.31e-042.51e-010.0875
949SCARB1P2T-EHumanEsophagusESCC1.86e-681.32e+000.1177
949SCARB1P4T-EHumanEsophagusESCC3.95e-134.31e-010.1323
949SCARB1P5T-EHumanEsophagusESCC3.46e-163.51e-010.1327
949SCARB1P8T-EHumanEsophagusESCC6.80e-161.22e-010.0889
949SCARB1P9T-EHumanEsophagusESCC3.92e-081.18e-010.1131
949SCARB1P10T-EHumanEsophagusESCC1.39e-142.22e-010.116
949SCARB1P11T-EHumanEsophagusESCC1.87e-106.18e-010.1426
949SCARB1P12T-EHumanEsophagusESCC3.10e-172.17e-010.1122
949SCARB1P15T-EHumanEsophagusESCC2.77e-102.40e-010.1149
949SCARB1P16T-EHumanEsophagusESCC3.85e-591.30e+000.1153
949SCARB1P17T-EHumanEsophagusESCC1.85e-106.24e-010.1278
949SCARB1P19T-EHumanEsophagusESCC1.24e-036.04e-010.1662
949SCARB1P20T-EHumanEsophagusESCC7.11e-051.14e-010.1124
949SCARB1P21T-EHumanEsophagusESCC1.15e-264.85e-010.1617
949SCARB1P22T-EHumanEsophagusESCC1.30e-162.12e-010.1236
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:001905826Oral cavityEOLPviral life cycle72/2218317/187233.11e-081.24e-0672
GO:190136123Oral cavityEOLPorganic cyclic compound catabolic process95/2218495/187231.15e-062.80e-0595
GO:001063219Oral cavityEOLPregulation of epithelial cell migration62/2218292/187233.09e-066.74e-0562
GO:004354210Oral cavityEOLPendothelial cell migration59/2218279/187236.05e-061.19e-0459
GO:001063419Oral cavityEOLPpositive regulation of epithelial cell migration41/2218176/187231.45e-052.42e-0441
GO:004440325Oral cavityEOLPbiological process involved in symbiotic interaction57/2218290/187237.75e-059.39e-0457
GO:003249623Oral cavityEOLPresponse to lipopolysaccharide65/2218343/187238.02e-059.65e-0465
GO:000223724Oral cavityEOLPresponse to molecule of bacterial origin67/2218363/187231.42e-041.53e-0367
GO:00105957Oral cavityEOLPpositive regulation of endothelial cell migration31/2218133/187231.51e-041.62e-0331
GO:00105947Oral cavityEOLPregulation of endothelial cell migration47/2218232/187231.52e-041.62e-0347
GO:005067317Oral cavityEOLPepithelial cell proliferation75/2218437/187235.90e-044.97e-0375
GO:005170126Oral cavityEOLPbiological process involved in interaction with host40/2218203/187238.05e-046.31e-0340
GO:007121623Oral cavityEOLPcellular response to biotic stimulus46/2218246/187231.10e-038.08e-0346
GO:00069093Oral cavityEOLPphagocytosis55/2218308/187231.20e-038.65e-0355
GO:004440926Oral cavityEOLPentry into host31/2218151/187231.50e-031.01e-0231
GO:005212626Oral cavityEOLPmovement in host environment34/2218175/187232.43e-031.48e-0234
GO:007122222Oral cavityEOLPcellular response to lipopolysaccharide39/2218209/187232.62e-031.58e-0239
GO:004671826Oral cavityEOLPviral entry into host cell29/2218144/187232.82e-031.68e-0229
GO:003166311Oral cavityEOLPlipopolysaccharide-mediated signaling pathway15/221860/187233.58e-032.03e-0215
GO:00157483Oral cavityEOLPorganophosphate ester transport28/2218140/187233.66e-032.05e-0228
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa051609EsophagusESCCHepatitis C107/4205157/84651.75e-061.08e-055.55e-06107
hsa0414530EsophagusESCCPhagosome100/4205152/84653.81e-051.72e-048.82e-05100
hsa0516016EsophagusESCCHepatitis C107/4205157/84651.75e-061.08e-055.55e-06107
hsa04145114EsophagusESCCPhagosome100/4205152/84653.81e-051.72e-048.82e-05100
hsa049796LiverNAFLDCholesterol metabolism20/104351/84659.73e-074.56e-053.67e-0520
hsa049762LiverNAFLDBile secretion20/104389/84655.08e-034.43e-023.57e-0220
hsa0497911LiverNAFLDCholesterol metabolism20/104351/84659.73e-074.56e-053.67e-0520
hsa0497611LiverNAFLDBile secretion20/104389/84655.08e-034.43e-023.57e-0220
hsa049794LiverHCCCholesterol metabolism41/402051/84651.33e-061.35e-057.49e-0641
hsa0414521LiverHCCPhagosome93/4020152/84654.27e-041.88e-031.05e-0393
hsa0516021LiverHCCHepatitis C94/4020157/84651.11e-034.10e-032.28e-0394
hsa049795LiverHCCCholesterol metabolism41/402051/84651.33e-061.35e-057.49e-0641
hsa0414531LiverHCCPhagosome93/4020152/84654.27e-041.88e-031.05e-0393
hsa0516031LiverHCCHepatitis C94/4020157/84651.11e-034.10e-032.28e-0394
hsa051608Oral cavityOSCCHepatitis C103/3704157/84652.17e-081.96e-079.99e-08103
hsa0414528Oral cavityOSCCPhagosome88/3704152/84652.83e-049.13e-044.65e-0488
hsa0516015Oral cavityOSCCHepatitis C103/3704157/84652.17e-081.96e-079.99e-08103
hsa04145113Oral cavityOSCCPhagosome88/3704152/84652.83e-049.13e-044.65e-0488
hsa0414529Oral cavityLPPhagosome73/2418152/84652.37e-073.29e-062.12e-0673
hsa0516024Oral cavityLPHepatitis C73/2418157/84651.14e-061.36e-058.74e-0673
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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
SCARB1SNVMissense_Mutationc.1234C>Gp.Pro412Alap.P412AQ8WTV0protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A0AD-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
SCARB1SNVMissense_Mutationnovelc.556C>Tp.Pro186Serp.P186SQ8WTV0protein_codingtolerated(0.08)probably_damaging(0.977)TCGA-AC-A3W5-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelCR
SCARB1SNVMissense_Mutationc.652N>Tp.Leu218Phep.L218FQ8WTV0protein_codingdeleterious(0.01)possibly_damaging(0.856)TCGA-AO-A0J6-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
SCARB1SNVMissense_Mutationrs368337422c.133N>Tp.Arg45Cysp.R45CQ8WTV0protein_codingtolerated(0.09)benign(0.038)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
SCARB1SNVMissense_Mutationnovelc.989N>Gp.Asn330Serp.N330SQ8WTV0protein_codingdeleterious(0.02)probably_damaging(0.991)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SCARB1SNVMissense_Mutationnovelc.1182G>Cp.Met394Ilep.M394IQ8WTV0protein_codingtolerated(1)benign(0.001)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SCARB1SNVMissense_Mutationc.899G>Tp.Arg300Leup.R300LQ8WTV0protein_codingdeleterious(0)probably_damaging(0.987)TCGA-A6-2685-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
SCARB1SNVMissense_Mutationc.1474N>Ap.Glu492Lysp.E492KQ8WTV0protein_codingdeleterious(0.02)probably_damaging(0.921)TCGA-AA-A017-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SCARB1SNVMissense_Mutationnovelc.704N>Gp.Asp235Glyp.D235GQ8WTV0protein_codingdeleterious(0)benign(0.082)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
SCARB1SNVMissense_Mutationc.280N>Cp.Tyr94Hisp.Y94HQ8WTV0protein_codingdeleterious(0)probably_damaging(0.961)TCGA-CM-6171-01Colorectumcolon adenocarcinomaFemale>=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
949SCARB1TRANSPORTER, CELL SURFACE, DRUGGABLE GENOMEpeginterferon alfa-2a
949SCARB1TRANSPORTER, CELL SURFACE, DRUGGABLE GENOMEribavirinRIBAVIRIN
949SCARB1TRANSPORTER, CELL SURFACE, DRUGGABLE GENOMEatorvastatinATORVASTATIN20064494
949SCARB1TRANSPORTER, CELL SURFACE, DRUGGABLE GENOMEfenofibrateFENOFIBRATE
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