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: SCRIB

Gene summary for SCRIB

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SCRIB

Gene ID

23513

Gene namescribble planar cell polarity protein
Gene AliasCRIB1
Cytomap8q24.3
Gene Typeprotein-coding
GO ID

GO:0000278

UniProtAcc

A0A0G2JNZ2


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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
23513SCRIBHTA11_347_2000001011HumanColorectumAD6.66e-062.04e-01-0.1954
23513SCRIBHTA11_696_2000001011HumanColorectumAD1.16e-032.10e-01-0.1464
23513SCRIBHTA11_1391_2000001011HumanColorectumAD2.43e-053.45e-01-0.059
23513SCRIBHTA11_866_3004761011HumanColorectumAD1.65e-021.64e-010.096
23513SCRIBHTA11_7696_3000711011HumanColorectumAD2.94e-093.23e-010.0674
23513SCRIBHTA11_99999971662_82457HumanColorectumMSS2.84e-165.62e-010.3859
23513SCRIBHTA11_99999974143_84620HumanColorectumMSS1.59e-185.61e-010.3005
23513SCRIBLZE20THumanEsophagusESCC1.82e-072.63e-010.0662
23513SCRIBLZE24THumanEsophagusESCC1.78e-071.84e-010.0596
23513SCRIBP1T-EHumanEsophagusESCC2.56e-103.47e-010.0875
23513SCRIBP2T-EHumanEsophagusESCC1.68e-071.17e-010.1177
23513SCRIBP4T-EHumanEsophagusESCC6.05e-096.09e-020.1323
23513SCRIBP5T-EHumanEsophagusESCC8.21e-121.29e-010.1327
23513SCRIBP8T-EHumanEsophagusESCC4.57e-142.27e-010.0889
23513SCRIBP9T-EHumanEsophagusESCC1.43e-131.97e-010.1131
23513SCRIBP10T-EHumanEsophagusESCC7.44e-081.04e-010.116
23513SCRIBP12T-EHumanEsophagusESCC1.26e-112.23e-010.1122
23513SCRIBP15T-EHumanEsophagusESCC2.11e-152.88e-010.1149
23513SCRIBP16T-EHumanEsophagusESCC6.31e-092.38e-010.1153
23513SCRIBP17T-EHumanEsophagusESCC2.21e-082.16e-010.1278
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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
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:005165021LiverHCCestablishment of vesicle localization103/7958161/187232.94e-086.69e-07103
GO:00315031LiverHCCprotein-containing complex localization129/7958220/187239.38e-071.42e-05129
GO:005164821LiverHCCvesicle localization107/7958177/187231.05e-061.57e-05107
GO:000690311LiverHCCvesicle targeting34/795845/187236.75e-068.08e-0534
GO:0045786LiverHCCnegative regulation of cell cycle204/7958385/187231.84e-051.99e-04204
GO:006195111LiverHCCestablishment of protein localization to plasma membrane41/795860/187234.65e-054.49e-0441
GO:004311221LiverHCCreceptor metabolic process96/7958166/187234.69e-054.50e-0496
GO:0045930LiverHCCnegative regulation of mitotic cell cycle130/7958235/187234.69e-054.50e-04130
GO:00324562LiverHCCendocytic recycling48/795873/187235.07e-054.83e-0448
GO:004206022LiverHCCwound healing219/7958422/187235.34e-055.04e-04219
GO:000689821LiverHCCreceptor-mediated endocytosis134/7958244/187235.73e-055.31e-04134
GO:003010021LiverHCCregulation of endocytosis117/7958211/187239.56e-058.32e-04117
GO:00018415LiverHCCneural tube formation62/7958102/187231.47e-041.18e-0362
GO:003001022LiverHCCestablishment of cell polarity82/7958143/187232.38e-041.79e-0382
GO:00360103LiverHCCprotein localization to endosome19/795824/187232.80e-042.02e-0319
GO:015010511LiverHCCprotein localization to cell-cell junction17/795821/187233.71e-042.56e-0317
GO:00018433LiverHCCneural tube closure53/795888/187235.95e-043.75e-0353
GO:00140204LiverHCCprimary neural tube formation56/795894/187236.19e-043.86e-0356
GO:00606063LiverHCCtube closure53/795889/187238.67e-045.14e-0353
GO:00308795LiverHCCmammary gland development75/7958137/187232.52e-031.22e-0275
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04530ColorectumADTight junction76/2092169/84655.49e-099.69e-086.18e-0876
hsa045301ColorectumADTight junction76/2092169/84655.49e-099.69e-086.18e-0876
hsa045304ColorectumMSSTight junction66/1875169/84654.10e-076.25e-063.83e-0666
hsa04390ColorectumMSSHippo signaling pathway48/1875157/84658.32e-033.10e-021.90e-0248
hsa045305ColorectumMSSTight junction66/1875169/84654.10e-076.25e-063.83e-0666
hsa043901ColorectumMSSHippo signaling pathway48/1875157/84658.32e-033.10e-021.90e-0248
hsa0516510EsophagusESCCHuman papillomavirus infection215/4205331/84657.86e-097.12e-083.65e-08215
hsa0520325EsophagusESCCViral carcinogenesis137/4205204/84652.47e-071.88e-069.62e-07137
hsa04530211EsophagusESCCTight junction105/4205169/84656.73e-042.23e-031.14e-03105
hsa0439018EsophagusESCCHippo signaling pathway92/4205157/84651.46e-023.31e-021.69e-0292
hsa0516515EsophagusESCCHuman papillomavirus infection215/4205331/84657.86e-097.12e-083.65e-08215
hsa0520335EsophagusESCCViral carcinogenesis137/4205204/84652.47e-071.88e-069.62e-07137
hsa04530310EsophagusESCCTight junction105/4205169/84656.73e-042.23e-031.14e-03105
hsa0439019EsophagusESCCHippo signaling pathway92/4205157/84651.46e-023.31e-021.69e-0292
hsa0453042LiverHCCTight junction110/4020169/84652.45e-062.28e-051.27e-05110
hsa051652LiverHCCHuman papillomavirus infection188/4020331/84653.34e-041.49e-038.29e-04188
hsa052032LiverHCCViral carcinogenesis117/4020204/84652.68e-038.98e-035.00e-03117
hsa0453052LiverHCCTight junction110/4020169/84652.45e-062.28e-051.27e-05110
hsa051653LiverHCCHuman papillomavirus infection188/4020331/84653.34e-041.49e-038.29e-04188
hsa052033LiverHCCViral carcinogenesis117/4020204/84652.68e-038.98e-035.00e-03117
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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
SCRIBSNVMissense_Mutationrs781807477c.3196G>Ap.Val1066Metp.V1066MQ14160protein_codingtolerated(0.15)benign(0.235)TCGA-A7-A3IY-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
SCRIBSNVMissense_Mutationnovelc.1576N>Gp.Pro526Alap.P526AQ14160protein_codingtolerated(0.83)benign(0.003)TCGA-A7-A6VY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
SCRIBSNVMissense_Mutationc.1987N>Cp.Glu663Glnp.E663QQ14160protein_codingtolerated(0.07)possibly_damaging(0.662)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SCRIBSNVMissense_Mutationrs782366459c.4831G>Ap.Glu1611Lysp.E1611KQ14160protein_codingdeleterious_low_confidence(0.03)benign(0.197)TCGA-AC-A2BK-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycytoxanCR
SCRIBSNVMissense_Mutationnovelc.3743A>Cp.His1248Prop.H1248PQ14160protein_codingtolerated(0.38)benign(0)TCGA-BH-A0BT-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
SCRIBSNVMissense_Mutationrs781995997c.3296G>Ap.Arg1099Glnp.R1099QQ14160protein_codingtolerated(1)benign(0.042)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SCRIBdeletionFrame_Shift_Delnovelc.2039delNp.Asn680ThrfsTer37p.N680Tfs*37Q14160protein_codingTCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SCRIBSNVMissense_Mutationnovelc.2794N>Ap.Val932Ilep.V932IQ14160protein_codingdeleterious(0.02)probably_damaging(0.999)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SCRIBSNVMissense_Mutationnovelc.1448N>Cp.Val483Alap.V483AQ14160protein_codingtolerated(0.3)benign(0.035)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SCRIBSNVMissense_Mutationrs369876190c.4444N>Ap.Glu1482Lysp.E1482KQ14160protein_codingdeleterious(0.03)possibly_damaging(0.461)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
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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
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