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: CDC42EP1

Gene summary for CDC42EP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CDC42EP1

Gene ID

11135

Gene nameCDC42 effector protein 1
Gene AliasBORG5
Cytomap22q13.1
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q00587


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
11135CDC42EP1GSM4909285HumanBreastIDC5.16e-04-2.28e-010.21
11135CDC42EP1GSM4909286HumanBreastIDC1.48e-07-2.70e-010.1081
11135CDC42EP1GSM4909293HumanBreastIDC4.57e-13-3.08e-010.1581
11135CDC42EP1GSM4909294HumanBreastIDC2.45e-11-3.13e-010.2022
11135CDC42EP1GSM4909296HumanBreastIDC3.71e-17-3.49e-010.1524
11135CDC42EP1GSM4909297HumanBreastIDC3.48e-12-2.64e-010.1517
11135CDC42EP1GSM4909298HumanBreastIDC4.57e-03-2.24e-010.1551
11135CDC42EP1GSM4909301HumanBreastIDC5.65e-26-4.01e-010.1577
11135CDC42EP1GSM4909302HumanBreastIDC1.14e-09-2.96e-010.1545
11135CDC42EP1GSM4909304HumanBreastIDC5.34e-17-3.74e-010.1636
11135CDC42EP1GSM4909307HumanBreastIDC3.71e-11-2.94e-010.1569
11135CDC42EP1GSM4909308HumanBreastIDC4.14e-09-3.19e-010.158
11135CDC42EP1GSM4909311HumanBreastIDC1.35e-22-3.39e-010.1534
11135CDC42EP1GSM4909312HumanBreastIDC9.56e-10-2.49e-010.1552
11135CDC42EP1GSM4909315HumanBreastIDC2.07e-02-2.37e-010.21
11135CDC42EP1GSM4909318HumanBreastIDC2.29e-04-2.11e-010.2031
11135CDC42EP1GSM4909319HumanBreastIDC2.72e-27-3.65e-010.1563
11135CDC42EP1GSM4909320HumanBreastIDC6.45e-09-4.01e-010.1575
11135CDC42EP1GSM4909321HumanBreastIDC2.45e-16-3.28e-010.1559
11135CDC42EP1brca3HumanBreastPrecancer1.40e-195.82e-01-0.0263
Page: 1 2 3 4 5 6 7 8 9 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
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:00322713ColorectumMSI-Hregulation of protein polymerization33/1319233/187239.65e-053.03e-0333
GO:00308383ColorectumMSI-Hpositive regulation of actin filament polymerization18/131999/187231.72e-044.78e-0318
GO:00512583ColorectumMSI-Hprotein polymerization38/1319297/187232.60e-046.61e-0338
GO:19029033ColorectumMSI-Hregulation of supramolecular fiber organization46/1319383/187232.73e-046.85e-0346
GO:19029053ColorectumMSI-Hpositive regulation of supramolecular fiber organization29/1319209/187233.53e-048.20e-0329
GO:00300413ColorectumMSI-Hactin filament polymerization27/1319191/187234.12e-049.09e-0327
GO:00070153ColorectumMSI-Hactin filament organization50/1319442/187236.19e-041.21e-0250
GO:00081543ColorectumMSI-Hactin polymerization or depolymerization29/1319218/187237.10e-041.35e-0229
GO:00308333ColorectumMSI-Hregulation of actin filament polymerization24/1319172/187231.01e-031.73e-0224
GO:01100533ColorectumMSI-Hregulation of actin filament organization34/1319278/187231.19e-031.94e-0234
GO:00514953ColorectumMSI-Hpositive regulation of cytoskeleton organization29/1319226/187231.26e-032.02e-0229
GO:00080643ColorectumMSI-Hregulation of actin polymerization or depolymerization25/1319188/187231.61e-032.39e-0225
GO:00308323ColorectumMSI-Hregulation of actin filament length25/1319189/187231.73e-032.52e-0225
GO:00329563ColorectumMSI-Hregulation of actin cytoskeleton organization40/1319358/187232.58e-033.40e-0240
GO:0043254111EsophagusESCCregulation of protein-containing complex assembly278/8552428/187233.81e-162.77e-14278
GO:0031334111EsophagusESCCpositive regulation of protein-containing complex assembly166/8552237/187232.06e-141.07e-12166
GO:1902905111EsophagusESCCpositive regulation of supramolecular fiber organization142/8552209/187235.51e-111.76e-09142
GO:1902903111EsophagusESCCregulation of supramolecular fiber organization237/8552383/187239.06e-112.75e-09237
GO:005149520EsophagusESCCpositive regulation of cytoskeleton organization147/8552226/187232.93e-096.38e-08147
GO:0051258111EsophagusESCCprotein polymerization183/8552297/187231.94e-083.75e-07183
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 

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
CDC42EP1SNVMissense_Mutationnovelc.440N>Gp.Ser147Cysp.S147CQ00587protein_codingtolerated(0.18)possibly_damaging(0.628)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
CDC42EP1SNVMissense_Mutationnovelc.388N>Cp.Tyr130Hisp.Y130HQ00587protein_codingtolerated(0.09)possibly_damaging(0.903)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
CDC42EP1insertionFrame_Shift_Insnovelc.558_559insCTACAGGCp.Arg188GlnfsTer27p.R188Qfs*27Q00587protein_codingTCGA-A2-A0EV-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CDC42EP1SNVMissense_Mutationnovelc.11N>Ap.Pro4Hisp.P4HQ00587protein_codingdeleterious_low_confidence(0)possibly_damaging(0.888)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CDC42EP1SNVMissense_Mutationrs368492182c.56N>Tp.Ser19Leup.S19LQ00587protein_codingdeleterious(0.05)benign(0.129)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CDC42EP1SNVMissense_Mutationnovelc.311C>Tp.Ala104Valp.A104VQ00587protein_codingtolerated(0.18)benign(0.084)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
CDC42EP1SNVMissense_Mutationc.1094N>Ap.Ser365Asnp.S365NQ00587protein_codingdeleterious_low_confidence(0.05)benign(0.001)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
CDC42EP1insertionFrame_Shift_Insrs774440829c.282_283insCp.Arg97ProfsTer78p.R97Pfs*78Q00587protein_codingTCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CDC42EP1insertionFrame_Shift_Insrs774440829c.289dupCp.Arg97ProfsTer78p.R97Pfs*78Q00587protein_codingTCGA-G4-6302-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CDC42EP1SNVMissense_Mutationrs772130894c.790N>Ap.Ala264Thrp.A264TQ00587protein_codingtolerated(0.71)benign(0)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 

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
Page: 1