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: DUSP3

Gene summary for DUSP3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DUSP3

Gene ID

1845

Gene namedual specificity phosphatase 3
Gene AliasVHR
Cytomap17q21.31
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

P51452


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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
1845DUSP3LZE4THumanEsophagusESCC7.22e-143.50e-010.0811
1845DUSP3LZE5THumanEsophagusESCC1.29e-041.87e-010.0514
1845DUSP3LZE20THumanEsophagusESCC6.65e-069.11e-020.0662
1845DUSP3LZE24THumanEsophagusESCC1.59e-155.79e-010.0596
1845DUSP3LZE6THumanEsophagusESCC1.97e-031.02e-010.0845
1845DUSP3P1T-EHumanEsophagusESCC2.72e-073.61e-010.0875
1845DUSP3P2T-EHumanEsophagusESCC3.04e-203.15e-010.1177
1845DUSP3P4T-EHumanEsophagusESCC7.00e-264.76e-010.1323
1845DUSP3P5T-EHumanEsophagusESCC7.61e-356.54e-010.1327
1845DUSP3P8T-EHumanEsophagusESCC5.80e-173.91e-010.0889
1845DUSP3P9T-EHumanEsophagusESCC4.81e-153.67e-010.1131
1845DUSP3P10T-EHumanEsophagusESCC2.65e-181.29e-010.116
1845DUSP3P11T-EHumanEsophagusESCC3.67e-195.14e-010.1426
1845DUSP3P12T-EHumanEsophagusESCC1.46e-223.56e-010.1122
1845DUSP3P15T-EHumanEsophagusESCC3.73e-287.89e-010.1149
1845DUSP3P16T-EHumanEsophagusESCC1.47e-121.02e-010.1153
1845DUSP3P17T-EHumanEsophagusESCC6.94e-217.05e-010.1278
1845DUSP3P19T-EHumanEsophagusESCC5.27e-119.27e-010.1662
1845DUSP3P20T-EHumanEsophagusESCC4.50e-182.57e-010.1124
1845DUSP3P21T-EHumanEsophagusESCC1.15e-254.50e-010.1617
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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
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
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.

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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:00508602LiverCirrhoticnegative regulation of T cell receptor signaling pathway12/463422/187232.61e-031.53e-0212
GO:003367312LiverCirrhoticnegative regulation of kinase activity78/4634237/187232.73e-031.59e-0278
GO:000717311LiverCirrhoticepidermal growth factor receptor signaling pathway39/4634108/187235.49e-032.79e-0239
GO:007030212LiverCirrhoticregulation of stress-activated protein kinase signaling cascade64/4634195/187236.61e-033.27e-0264
GO:00457874LiverCirrhoticpositive regulation of cell cycle97/4634313/187236.88e-033.38e-0297
GO:00064697LiverCirrhoticnegative regulation of protein kinase activity68/4634212/187239.35e-034.29e-0268
GO:00071624LiverCirrhoticnegative regulation of cell adhesion93/4634303/187231.06e-024.66e-0293
GO:003287212LiverCirrhoticregulation of stress-activated MAPK cascade62/4634192/187231.08e-024.77e-0262
GO:002241112LiverHCCcellular component disassembly282/7958443/187231.02e-191.38e-17282
GO:001056322LiverHCCnegative regulation of phosphorus metabolic process259/7958442/187234.29e-121.92e-10259
GO:004593622LiverHCCnegative regulation of phosphate metabolic process258/7958441/187236.00e-122.60e-10258
GO:004232622LiverHCCnegative regulation of phosphorylation227/7958385/187233.98e-111.52e-09227
GO:005134822LiverHCCnegative regulation of transferase activity166/7958268/187238.97e-113.18e-09166
GO:000734611LiverHCCregulation of mitotic cell cycle255/7958457/187234.96e-091.30e-07255
GO:003367322LiverHCCnegative regulation of kinase activity144/7958237/187239.76e-092.45e-07144
GO:000193322LiverHCCnegative regulation of protein phosphorylation196/7958342/187231.95e-084.63e-07196
GO:001631121LiverHCCdephosphorylation230/7958417/187231.00e-071.96e-06230
GO:015011522LiverHCCcell-substrate junction organization69/7958101/187231.36e-072.57e-0669
GO:000647021LiverHCCprotein dephosphorylation162/7958281/187231.91e-073.46e-06162
GO:000646912LiverHCCnegative regulation of protein kinase activity126/7958212/187234.55e-077.49e-06126
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0401014Oral cavityOSCCMAPK signaling pathway165/3704302/84657.11e-052.74e-041.40e-04165
hsa0401015Oral cavityOSCCMAPK signaling pathway165/3704302/84657.11e-052.74e-041.40e-04165
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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
DUSP3SNVMissense_Mutationrs200022065c.364N>Ap.Val122Ilep.V122IP51452protein_codingdeleterious(0.05)probably_damaging(0.993)TCGA-AZ-4681-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
DUSP3SNVMissense_Mutationc.494N>Ap.Gly165Aspp.G165DP51452protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
DUSP3SNVMissense_Mutationrs200022065c.364N>Ap.Val122Ilep.V122IP51452protein_codingdeleterious(0.05)probably_damaging(0.993)TCGA-D5-6927-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
DUSP3SNVMissense_Mutationnovelc.245N>Tp.Gly82Valp.G82VP51452protein_codingdeleterious(0)probably_damaging(0.979)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
DUSP3SNVMissense_Mutationnovelc.245N>Tp.Gly82Valp.G82VP51452protein_codingdeleterious(0)probably_damaging(0.979)TCGA-A5-A0GG-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
DUSP3SNVMissense_Mutationrs202171863c.409N>Ap.Ala137Thrp.A137TP51452protein_codingdeleterious(0)probably_damaging(1)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
DUSP3SNVMissense_Mutationnovelc.328N>Tp.Asp110Tyrp.D110YP51452protein_codingdeleterious(0)benign(0.423)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
DUSP3SNVMissense_Mutationc.231N>Ap.Phe77Leup.F77LP51452protein_codingdeleterious(0)possibly_damaging(0.482)TCGA-AX-A0J0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
DUSP3SNVMissense_Mutationrs758918021c.298N>Ap.Ala100Thrp.A100TP51452protein_codingtolerated(0.6)benign(0.033)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
DUSP3SNVMissense_Mutationc.473N>Ap.Arg158Hisp.R158HP51452protein_codingdeleterious(0)probably_damaging(1)TCGA-B5-A11Y-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
1845DUSP3DRUGGABLE GENOME, PROTEIN PHOSPHATASE, KINASELOMOFUNGINLOMOFUNGIN
1845DUSP3DRUGGABLE GENOME, PROTEIN PHOSPHATASE, KINASE1,4-DIMETHOXYANTHRAQUINONE1,4-DIMETHOXYANTHRAQUINONE
1845DUSP3DRUGGABLE GENOME, PROTEIN PHOSPHATASE, KINASETDR77585CHEMBL1333386
1845DUSP3DRUGGABLE GENOME, PROTEIN PHOSPHATASE, KINASEGNF-PF-159CHEMBL599924
1845DUSP3DRUGGABLE GENOME, PROTEIN PHOSPHATASE, KINASEGNF-PF-67CHEMBL578512
1845DUSP3DRUGGABLE GENOME, PROTEIN PHOSPHATASE, KINASEMESO-2,3-DIMERCAPTOSUCCINIC ACIDCHEMBL28721
1845DUSP3DRUGGABLE GENOME, PROTEIN PHOSPHATASE, KINASEGNF-PF-231CHEMBL601167
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