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: JDP2

Gene summary for JDP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

JDP2

Gene ID

122953

Gene nameJun dimerization protein 2
Gene AliasJUNDM2
Cytomap14q24.3
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

A0A024R6D7


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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
122953JDP2C30HumanOral cavityOSCC2.68e-034.65e-010.3055
122953JDP2LN46HumanOral cavityOSCC2.22e-038.36e-020.1666
122953JDP2LP15HumanOral cavityLP8.30e-069.40e-010.2174
122953JDP2LP17HumanOral cavityLP1.40e-025.48e-010.2349
122953JDP2SYSMH2HumanOral cavityOSCC1.04e-276.84e-010.2326
122953JDP2SYSMH3HumanOral cavityOSCC9.55e-144.11e-010.2442
122953JDP2SYSMH4HumanOral cavityOSCC3.92e-113.38e-010.1226
122953JDP2SYSMH6HumanOral cavityOSCC5.98e-043.14e-010.1275
122953JDP2P2_S3_AKHumanSkinAK1.15e-021.68e-01-0.3287
122953JDP2P4_S8_cSCCHumanSkincSCC6.76e-133.87e-01-0.3095
122953JDP2P1_cSCCHumanSkincSCC1.15e-042.09e-010.0292
122953JDP2P2_cSCCHumanSkincSCC4.27e-021.56e-01-0.024
122953JDP2cSCC_p10HumanSkincSCC6.58e-031.82e-01-0.2095
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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
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.

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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:00165707Oral cavityOSCChistone modification270/7305463/187231.59e-171.50e-15270
GO:00356014Oral cavityOSCCprotein deacylation74/7305112/187235.88e-091.26e-0774
GO:00310567Oral cavityOSCCregulation of histone modification94/7305152/187239.57e-091.99e-0794
GO:00987324Oral cavityOSCCmacromolecule deacylation74/7305116/187235.52e-081.01e-0674
GO:00064764Oral cavityOSCCprotein deacetylation66/7305101/187237.36e-081.30e-0666
GO:00310582Oral cavityOSCCpositive regulation of histone modification60/730592/187233.17e-074.79e-0660
GO:00165753Oral cavityOSCChistone deacetylation54/730582/187237.68e-071.08e-0554
GO:00454448Oral cavityOSCCfat cell differentiation120/7305229/187232.48e-052.32e-04120
GO:0090312Oral cavityOSCCpositive regulation of protein deacetylation20/730525/187233.47e-053.11e-0420
GO:00455983Oral cavityOSCCregulation of fat cell differentiation77/7305139/187236.36e-055.18e-0477
GO:0031065Oral cavityOSCCpositive regulation of histone deacetylation15/730519/187234.64e-042.76e-0315
GO:00903113Oral cavityOSCCregulation of protein deacetylation30/730548/187238.31e-044.41e-0330
GO:0031063Oral cavityOSCCregulation of histone deacetylation19/730531/187239.93e-033.48e-0219
GO:003560113Oral cavityLPprotein deacylation48/4623112/187231.85e-053.14e-0448
GO:001657014Oral cavityLPhistone modification152/4623463/187234.04e-055.90e-04152
GO:001657511Oral cavityLPhistone deacetylation37/462382/187234.28e-056.15e-0437
GO:009873212Oral cavityLPmacromolecule deacylation48/4623116/187235.51e-057.58e-0448
GO:000647613Oral cavityLPprotein deacetylation41/4623101/187233.03e-043.12e-0341
GO:00903121Oral cavityLPpositive regulation of protein deacetylation14/462325/187237.95e-047.01e-0314
GO:003105613Oral cavityLPregulation of histone modification55/4623152/187231.01e-038.48e-0355
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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
JDP2MONColorectumCRCSIGLEC1,GBP1,C3AR1, etc.2.68e-01The 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.
JDP2MACColorectumHealthySIGLEC1,GBP1,C3AR1, etc.4.53e-01The 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.
JDP2MONColorectumMSI-HSIGLEC1,GBP1,C3AR1, etc.5.19e-01The 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.
JDP2MONColorectumMSSSIGLEC1,GBP1,C3AR1, etc.5.15e-01The 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.
JDP2INCAFColorectumFAPMUC12,WNK1,GRAMD1C, etc.1.29e-01The 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.
JDP2AT2LungHealthyANKRD17,SMDT1,LURAP1L, etc.4.86e-01The 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.
∗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
JDP2SNVMissense_Mutationc.155G>Ap.Arg52Hisp.R52HQ8WYK2protein_codingtolerated(0.48)benign(0.003)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
JDP2SNVMissense_Mutationc.269N>Cp.Arg90Prop.R90PQ8WYK2protein_codingdeleterious(0.01)possibly_damaging(0.906)TCGA-BH-A18L-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
JDP2insertionIn_Frame_Insnovelc.427_428insTGTTTTACTGTTCAATCCCCCAAGCCTp.Leu143_Asn144insPheTyrCysSerIleProGlnAlaLeup.L143_N144insFYCSIPQALQ8WYK2protein_codingTCGA-B6-A0I6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
JDP2SNVMissense_Mutationnovelc.434N>Ap.Arg145Glnp.R145QQ8WYK2protein_codingtolerated(0.3)benign(0.272)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
JDP2SNVMissense_Mutationrs767954679c.346N>Ap.Glu116Lysp.E116KQ8WYK2protein_codingdeleterious(0)probably_damaging(0.991)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
JDP2SNVMissense_Mutationc.473N>Tp.Lys158Metp.K158MQ8WYK2protein_codingdeleterious(0)possibly_damaging(0.575)TCGA-AX-A063-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
JDP2SNVMissense_Mutationrs371436905c.337N>Tp.Arg113Trpp.R113WQ8WYK2protein_codingtolerated(0.1)possibly_damaging(0.653)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
JDP2SNVMissense_Mutationrs374893446c.265C>Tp.Arg89Cysp.R89CQ8WYK2protein_codingdeleterious(0)probably_damaging(0.911)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
JDP2SNVMissense_Mutationrs76343259c.514N>Ap.Glu172Lysp.E172KQ8WYK2protein_codingtolerated_low_confidence(0.12)benign(0.015)TCGA-BS-A0TE-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinPD
JDP2SNVMissense_Mutationnovelc.364N>Cp.Asn122Hisp.N122HQ8WYK2protein_codingdeleterious(0)probably_damaging(0.924)TCGA-BS-A0UJ-01Endometriumuterine corpus endometrioid carcinomaFemale>=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
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