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: 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


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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
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
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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
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:00069004ColorectumFAPvesicle budding from membrane26/262261/187234.65e-083.86e-0626
GO:00328683ColorectumFAPresponse to insulin68/2622264/187232.71e-071.55e-0568
GO:00160503ColorectumFAPvesicle organization74/2622300/187235.16e-072.66e-0574
GO:00704823ColorectumFAPresponse to oxygen levels77/2622347/187232.08e-055.05e-0477
GO:00620122ColorectumFAPregulation of small molecule metabolic process74/2622334/187233.15e-057.13e-0474
GO:00016663ColorectumFAPresponse to hypoxia68/2622307/187236.53e-051.25e-0368
GO:00069843ColorectumFAPER-nucleus signaling pathway17/262246/187238.85e-051.57e-0317
GO:00362932ColorectumFAPresponse to decreased oxygen levels70/2622322/187239.49e-051.61e-0370
GO:00066313ColorectumFAPfatty acid metabolic process81/2622390/187231.43e-042.24e-0381
GO:00075682ColorectumFAPaging69/2622339/187237.66e-048.12e-0369
GO:00620131ColorectumFAPpositive regulation of small molecule metabolic process34/2622143/187231.15e-031.10e-0234
GO:00901141ColorectumFAPCOPII-coated vesicle budding11/262229/187231.20e-031.14e-0211
GO:00060663ColorectumFAPalcohol metabolic process69/2622353/187232.29e-031.85e-0269
GO:00354591ColorectumFAPvesicle cargo loading10/262227/187232.46e-031.95e-0210
GO:00068884ColorectumFAPendoplasmic reticulum to Golgi vesicle-mediated transport30/2622130/187233.51e-032.53e-0230
GO:00481935ColorectumCRCGolgi vesicle transport59/2078296/187235.47e-062.17e-0459
GO:00434344ColorectumCRCresponse to peptide hormone76/2078414/187236.67e-062.56e-0476
GO:00328684ColorectumCRCresponse to insulin53/2078264/187231.30e-054.17e-0453
GO:00069005ColorectumCRCvesicle budding from membrane19/207861/187231.99e-055.90e-0419
GO:00160504ColorectumCRCvesicle organization57/2078300/187233.36e-058.57e-0457
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
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
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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
22937SCAPTRANSCRIPTION FACTORsimvastatinSIMVASTATIN16158080
22937SCAPTRANSCRIPTION FACTORatorvastatinATORVASTATIN18435918
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