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: SCAP

Gene summary for SCAP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SCAP

Gene ID

22937

Gene nameSREBF chaperone
Gene AliasSCAP
Cytomap3p21.31
Gene Typeprotein-coding
GO ID

GO:0001666

UniProtAcc

B7Z6H0


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
22937SCAPHTA11_1938_2000001011HumanColorectumAD4.87e-043.09e-01-0.0811
22937SCAPHTA11_347_2000001011HumanColorectumAD2.32e-114.66e-01-0.1954
22937SCAPHTA11_1391_2000001011HumanColorectumAD1.01e-043.91e-01-0.059
22937SCAPHTA11_99999971662_82457HumanColorectumMSS4.85e-055.47e-010.3859
22937SCAPA002-C-010HumanColorectumFAP9.64e-03-2.57e-010.242
22937SCAPA015-C-203HumanColorectumFAP3.73e-13-2.83e-01-0.1294
22937SCAPA002-C-201HumanColorectumFAP2.01e-04-3.28e-010.0324
22937SCAPA002-C-203HumanColorectumFAP3.41e-03-1.68e-010.2786
22937SCAPA001-C-108HumanColorectumFAP3.65e-10-3.14e-01-0.0272
22937SCAPA002-C-205HumanColorectumFAP1.95e-11-4.34e-01-0.1236
22937SCAPA001-C-104HumanColorectumFAP2.27e-03-2.71e-010.0184
22937SCAPA015-C-006HumanColorectumFAP6.63e-05-3.43e-01-0.0994
22937SCAPA015-C-106HumanColorectumFAP3.40e-08-2.38e-01-0.0511
22937SCAPA002-C-114HumanColorectumFAP1.64e-05-2.99e-01-0.1561
22937SCAPA015-C-104HumanColorectumFAP1.58e-14-3.25e-01-0.1899
22937SCAPA001-C-014HumanColorectumFAP2.84e-11-3.44e-010.0135
22937SCAPA002-C-016HumanColorectumFAP1.41e-12-3.21e-010.0521
22937SCAPA015-C-002HumanColorectumFAP3.75e-04-3.47e-01-0.0763
22937SCAPA001-C-203HumanColorectumFAP9.99e-09-3.06e-01-0.0481
22937SCAPA002-C-116HumanColorectumFAP2.54e-19-3.78e-01-0.0452
Page: 1 2 3 4 5 6 

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
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.

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
GO:0048193ColorectumADGolgi vesicle transport109/3918296/187231.80e-101.68e-08109
GO:0006900ColorectumADvesicle budding from membrane32/391861/187235.38e-082.81e-0632
GO:0016050ColorectumADvesicle organization101/3918300/187231.65e-077.17e-06101
GO:0032868ColorectumADresponse to insulin91/3918264/187232.02e-078.48e-0691
GO:0043434ColorectumADresponse to peptide hormone126/3918414/187232.70e-067.86e-05126
GO:0006066ColorectumADalcohol metabolic process106/3918353/187233.02e-055.57e-04106
GO:0006631ColorectumADfatty acid metabolic process114/3918390/187235.58e-059.44e-04114
GO:0006984ColorectumADER-nucleus signaling pathway21/391846/187231.47e-042.08e-0321
GO:0007568ColorectumADaging98/3918339/187232.77e-043.39e-0398
GO:0006888ColorectumADendoplasmic reticulum to Golgi vesicle-mediated transport44/3918130/187234.13e-044.68e-0344
GO:0070482ColorectumADresponse to oxygen levels99/3918347/187234.29e-044.82e-0399
GO:0032933ColorectumADSREBP signaling pathway9/391815/187231.11e-031.01e-029
GO:0062012ColorectumADregulation of small molecule metabolic process93/3918334/187231.46e-031.24e-0293
GO:0001666ColorectumADresponse to hypoxia86/3918307/187231.77e-031.46e-0286
GO:0071501ColorectumADcellular response to sterol depletion9/391816/187232.06e-031.64e-029
GO:0036293ColorectumADresponse to decreased oxygen levels88/3918322/187233.42e-032.49e-0288
GO:0006991ColorectumADresponse to sterol depletion9/391818/187235.82e-033.67e-029
GO:0008202ColorectumADsteroid metabolic process85/3918319/187238.07e-034.75e-0285
GO:00481932ColorectumMSSGolgi vesicle transport101/3467296/187239.09e-119.77e-09101
GO:00069002ColorectumMSSvesicle budding from membrane31/346761/187231.17e-087.06e-0731
Page: 1 2 3 4 5 6 7 8 9 10 11 12 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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
SCAPSNVMissense_Mutationnovelc.3458T>Gp.Val1153Glyp.V1153GQ12770protein_codingdeleterious(0)probably_damaging(0.972)TCGA-AR-A1AP-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
SCAPSNVMissense_Mutationc.3496N>Tp.Leu1166Phep.L1166FQ12770protein_codingdeleterious(0.01)probably_damaging(0.988)TCGA-BH-A0BS-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinCR
SCAPSNVMissense_Mutationc.947C>Tp.Ala316Valp.A316VQ12770protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A0C1-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
SCAPSNVMissense_Mutationnovelc.3560N>Ap.Arg1187Hisp.R1187HQ12770protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A0HA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SCAPinsertionNonsense_Mutationnovelc.2990_2991insAGATCGAGACCATCCCGGCTAAAACp.Val998AspfsTer7p.V998Dfs*7Q12770protein_codingTCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
SCAPinsertionIn_Frame_Insnovelc.3538_3539insTGTCTCTTGGAATTGTTTGTGCACp.Asp1180delinsValSerLeuGlyIleValCysAlaHisp.D1180delinsVSLGIVCAHQ12770protein_codingTCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
SCAPSNVMissense_Mutationrs748447667c.1979G>Ap.Arg660Hisp.R660HQ12770protein_codingtolerated(0.54)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SCAPSNVMissense_Mutationc.728A>Gp.Tyr243Cysp.Y243CQ12770protein_codingdeleterious(0)probably_damaging(0.987)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SCAPSNVMissense_Mutationrs760342147c.3379N>Gp.Ile1127Valp.I1127VQ12770protein_codingtolerated(0.17)benign(0.059)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SCAPSNVMissense_Mutationc.1388N>Tp.Pro463Leup.P463LQ12770protein_codingtolerated(0.09)benign(0.003)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 8 9 10 

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
22937SCAPTRANSCRIPTION FACTORsimvastatinSIMVASTATIN16158080
22937SCAPTRANSCRIPTION FACTORatorvastatinATORVASTATIN18435918
Page: 1