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: DES

Gene summary for DES

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DES

Gene ID

1674

Gene namedesmin
Gene AliasCDCD3
Cytomap2q35
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

P17661


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
1674DESC43HumanOral cavityOSCC1.66e-02-3.23e-010.1704
1674DESC07HumanOral cavityOSCC5.87e-041.71e+000.2491
1674DESC08HumanOral cavityOSCC3.50e-02-3.23e-010.1919
1674DESEOLP-1HumanOral cavityEOLP8.17e-04-1.51e-01-0.0202
1674DESEOLP-2HumanOral cavityEOLP2.99e-02-2.42e-01-0.0203
1674DESNEOLP-2HumanOral cavityNEOLP1.16e-02-1.74e-01-0.0196
1674DESSYSMH1HumanOral cavityOSCC3.50e-02-3.23e-010.1127
1674DESSYSMH3HumanOral cavityOSCC3.66e-132.30e-010.2442
1674DESSYSMH4HumanOral cavityOSCC1.66e-02-3.22e-010.1226
1674DESSYSMH5HumanOral cavityOSCC7.21e-032.76e+000.0647
Page: 1 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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.

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:190336235ThyroidATCregulation of cellular protein catabolic process168/6293255/187233.50e-261.58e-23168
GO:190305035ThyroidATCregulation of proteolysis involved in cellular protein catabolic process146/6293221/187234.18e-231.20e-20146
GO:006113633ThyroidATCregulation of proteasomal protein catabolic process128/6293187/187231.63e-224.30e-20128
GO:2000058210ThyroidATCregulation of ubiquitin-dependent protein catabolic process116/6293164/187232.15e-225.43e-20116
GO:0032434210ThyroidATCregulation of proteasomal ubiquitin-dependent protein catabolic process100/6293134/187232.41e-225.86e-20100
GO:000691326ThyroidATCnucleocytoplasmic transport180/6293301/187236.97e-211.30e-18180
GO:005116926ThyroidATCnuclear transport180/6293301/187236.97e-211.30e-18180
GO:005116833ThyroidATCnuclear export100/6293154/187231.63e-151.20e-13100
GO:001820516ThyroidATCpeptidyl-lysine modification193/6293376/187236.92e-133.06e-11193
GO:000661132ThyroidATCprotein export from nucleus41/629357/187233.70e-098.52e-0841
GO:007064613ThyroidATCprotein modification by small protein removal71/6293157/187231.59e-037.99e-0371
GO:007053611ThyroidATCprotein K63-linked deubiquitination20/629335/187233.56e-031.57e-0220
Page: 1 2 3 4 5 6 

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
DESSNVMissense_Mutationnovelc.1398N>Tp.Gln466Hisp.Q466HP17661protein_codingtolerated(1)benign(0.019)TCGA-A7-A3J1-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyanastrazoleSD
DESSNVMissense_Mutationrs367961979c.665N>Ap.Arg222Hisp.R222HP17661protein_codingdeleterious(0.02)benign(0.375)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
DESSNVMissense_Mutationrs57965306c.1049N>Ap.Arg350Glnp.R350QP17661protein_codingtolerated(0.09)possibly_damaging(0.655)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
DESSNVMissense_Mutationrs770258461c.817N>Ap.Ala273Thrp.A273TP17661protein_codingdeleterious(0)probably_damaging(1)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
DESSNVMissense_Mutationrs747571500c.1042C>Ap.Gln348Lysp.Q348KP17661protein_codingdeleterious(0)probably_damaging(0.964)TCGA-A6-4105-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
DESSNVMissense_Mutationc.122N>Tp.Gly41Valp.G41VP17661protein_codingtolerated(0.41)possibly_damaging(0.874)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
DESSNVMissense_Mutationrs374687448c.664C>Tp.Arg222Cysp.R222CP17661protein_codingdeleterious(0.02)probably_damaging(0.995)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
DESSNVMissense_Mutationrs374144840c.710N>Tp.Ala237Valp.A237VP17661protein_codingtolerated(0.2)possibly_damaging(0.498)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
DESSNVMissense_Mutationc.781G>Tp.Val261Leup.V261LP17661protein_codingdeleterious(0.02)benign(0.05)TCGA-AD-A5EK-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
DESSNVMissense_Mutationc.259N>Ap.Glu87Lysp.E87KP17661protein_codingtolerated(0.07)probably_damaging(0.933)TCGA-AZ-4615-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyxelodaPD
Page: 1 2 3 4 5 6 

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
1674DESNATPAALTEPLASE7507197
1674DESNATHROMBINTHROMBIN3040412
Page: 1