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: DEF6

Gene summary for DEF6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DEF6

Gene ID

50619

Gene nameDEF6 guanine nucleotide exchange factor
Gene AliasIBP
Cytomap6p21.31
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

Q9H4E7


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
50619DEF6LZE4THumanEsophagusESCC8.37e-092.79e-010.0811
50619DEF6LZE7THumanEsophagusESCC1.67e-043.11e-010.0667
50619DEF6LZE20THumanEsophagusESCC1.91e-042.66e-010.0662
50619DEF6LZE22D1HumanEsophagusHGIN9.00e-041.63e-010.0595
50619DEF6LZE22THumanEsophagusESCC4.65e-023.06e-010.068
50619DEF6LZE24THumanEsophagusESCC3.29e-143.94e-010.0596
50619DEF6LZE21THumanEsophagusESCC2.86e-033.93e-010.0655
50619DEF6LZE6THumanEsophagusESCC1.65e-062.98e-010.0845
50619DEF6P1T-EHumanEsophagusESCC1.52e-084.84e-010.0875
50619DEF6P2T-EHumanEsophagusESCC7.67e-417.49e-010.1177
50619DEF6P4T-EHumanEsophagusESCC6.58e-184.98e-010.1323
50619DEF6P5T-EHumanEsophagusESCC1.30e-091.38e-010.1327
50619DEF6P8T-EHumanEsophagusESCC1.53e-102.35e-010.0889
50619DEF6P9T-EHumanEsophagusESCC2.48e-131.91e-010.1131
50619DEF6P10T-EHumanEsophagusESCC6.24e-091.63e-010.116
50619DEF6P11T-EHumanEsophagusESCC1.11e-074.22e-010.1426
50619DEF6P12T-EHumanEsophagusESCC9.77e-184.44e-010.1122
50619DEF6P15T-EHumanEsophagusESCC1.05e-173.73e-010.1149
50619DEF6P16T-EHumanEsophagusESCC5.82e-204.06e-010.1153
50619DEF6P17T-EHumanEsophagusESCC2.61e-022.28e-010.1278
Page: 1 2 3 4 5 

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
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
∗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:005105610EsophagusESCCregulation of small GTPase mediated signal transduction157/8552302/187231.55e-024.98e-02157
Page: 1 

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
DEF6SNVMissense_Mutationc.232N>Cp.Asp78Hisp.D78HQ9H4E7protein_codingdeleterious(0)probably_damaging(0.97)TCGA-A8-A08R-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
DEF6SNVMissense_Mutationnovelc.1453G>Ap.Glu485Lysp.E485KQ9H4E7protein_codingtolerated(0.89)benign(0.15)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DEF6SNVMissense_Mutationrs865793540c.1457N>Ap.Arg486Glnp.R486QQ9H4E7protein_codingtolerated(0.75)benign(0)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
DEF6deletionFrame_Shift_Delnovelc.213delNp.Leu72SerfsTer26p.L72Sfs*26Q9H4E7protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
DEF6deletionFrame_Shift_Delnovelc.745delNp.Ser250ValfsTer34p.S250Vfs*34Q9H4E7protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
DEF6SNVMissense_Mutationrs149842297c.359G>Ap.Arg120Hisp.R120HQ9H4E7protein_codingtolerated(0.06)benign(0.019)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
DEF6SNVMissense_Mutationnovelc.1555C>Tp.Arg519Trpp.R519WQ9H4E7protein_codingdeleterious(0)probably_damaging(0.998)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
DEF6SNVMissense_Mutationnovelc.1249N>Gp.Lys417Glup.K417EQ9H4E7protein_codingdeleterious(0.02)probably_damaging(0.985)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
DEF6SNVMissense_Mutationc.1679N>Ap.Arg560Hisp.R560HQ9H4E7protein_codingtolerated(0.09)probably_damaging(0.98)TCGA-EK-A2GZ-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
DEF6SNVMissense_Mutationc.677N>Ap.Arg226Glnp.R226QQ9H4E7protein_codingdeleterious(0)benign(0.278)TCGA-LP-A5U2-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
Page: 1 2 3 4 5 6 7 

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