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: DUSP10

Gene summary for DUSP10

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DUSP10

Gene ID

11221

Gene namedual specificity phosphatase 10
Gene AliasMKP-5
Cytomap1q41
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

Q9Y6W6


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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
11221DUSP10LZE4THumanEsophagusESCC9.35e-105.23e-010.0811
11221DUSP10LZE7THumanEsophagusESCC3.30e-067.64e-010.0667
11221DUSP10LZE20THumanEsophagusESCC1.92e-041.30e-010.0662
11221DUSP10LZE24THumanEsophagusESCC1.56e-022.07e-010.0596
11221DUSP10LZE21THumanEsophagusESCC2.60e-025.87e-010.0655
11221DUSP10LZE6THumanEsophagusESCC5.83e-033.31e-010.0845
11221DUSP10P2T-EHumanEsophagusESCC1.73e-124.12e-010.1177
11221DUSP10P5T-EHumanEsophagusESCC1.68e-101.13e-010.1327
11221DUSP10P8T-EHumanEsophagusESCC4.51e-134.61e-010.0889
11221DUSP10P9T-EHumanEsophagusESCC1.11e-052.18e-010.1131
11221DUSP10P10T-EHumanEsophagusESCC1.44e-052.26e-010.116
11221DUSP10P11T-EHumanEsophagusESCC2.14e-121.27e+000.1426
11221DUSP10P12T-EHumanEsophagusESCC1.40e-021.09e-010.1122
11221DUSP10P15T-EHumanEsophagusESCC1.45e-041.59e-010.1149
11221DUSP10P16T-EHumanEsophagusESCC1.92e-061.11e-010.1153
11221DUSP10P20T-EHumanEsophagusESCC5.61e-073.36e-010.1124
11221DUSP10P21T-EHumanEsophagusESCC5.00e-197.05e-010.1617
11221DUSP10P22T-EHumanEsophagusESCC1.31e-091.19e-010.1236
11221DUSP10P23T-EHumanEsophagusESCC3.76e-054.54e-010.108
11221DUSP10P24T-EHumanEsophagusESCC3.52e-062.80e-010.1287
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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
∗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:00140131EsophagusESCCregulation of gliogenesis59/8552103/187231.17e-023.91e-0259
GO:00434074EsophagusESCCnegative regulation of MAP kinase activity36/855259/187231.27e-024.21e-0236
GO:190303717EsophagusESCCregulation of leukocyte cell-cell adhesion174/8552336/187231.36e-024.43e-02174
GO:00300984EsophagusESCClymphocyte differentiation192/8552374/187231.52e-024.93e-02192
GO:004593612LiverCirrhoticnegative regulation of phosphate metabolic process154/4634441/187238.78e-071.83e-05154
GO:001056312LiverCirrhoticnegative regulation of phosphorus metabolic process154/4634442/187231.02e-062.11e-05154
GO:004232612LiverCirrhoticnegative regulation of phosphorylation135/4634385/187233.17e-065.58e-05135
GO:000193312LiverCirrhoticnegative regulation of protein phosphorylation117/4634342/187234.84e-055.59e-04117
GO:005134812LiverCirrhoticnegative regulation of transferase activity93/4634268/187231.55e-041.47e-0393
GO:00457857LiverCirrhoticpositive regulation of cell adhesion141/4634437/187232.05e-041.89e-03141
GO:000647011LiverCirrhoticprotein dephosphorylation96/4634281/187232.32e-042.11e-0396
GO:003109911LiverCirrhoticregeneration71/4634198/187233.02e-042.65e-0371
GO:00324966LiverCirrhoticresponse to lipopolysaccharide111/4634343/187238.15e-045.95e-03111
GO:003109812LiverCirrhoticstress-activated protein kinase signaling cascade83/4634247/187231.04e-037.28e-0383
GO:0042063LiverCirrhoticgliogenesis98/4634301/187231.28e-038.60e-0398
GO:005140312LiverCirrhoticstress-activated MAPK cascade80/4634239/187231.43e-039.54e-0380
GO:0002832LiverCirrhoticnegative regulation of response to biotic stimulus41/4634108/187231.56e-031.01e-0241
GO:001631111LiverCirrhoticdephosphorylation130/4634417/187231.58e-031.03e-02130
GO:000166712LiverCirrhoticameboidal-type cell migration145/4634475/187232.23e-031.36e-02145
GO:0010001LiverCirrhoticglial cell differentiation75/4634225/187232.24e-031.36e-0275
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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
hsa0401023Oral cavityEOLPMAPK signaling pathway68/1218302/84657.48e-053.40e-042.01e-0468
hsa0401033Oral cavityEOLPMAPK signaling pathway68/1218302/84657.48e-053.40e-042.01e-0468
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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
DUSP10SNVMissense_Mutationc.20N>Tp.Asp7Valp.D7VQ9Y6W6protein_codingdeleterious_low_confidence(0)probably_damaging(0.99)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DUSP10SNVMissense_Mutationnovelc.1216A>Tp.Ile406Phep.I406FQ9Y6W6protein_codingdeleterious(0)probably_damaging(0.966)TCGA-AC-A3W5-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelCR
DUSP10SNVMissense_Mutationrs765000706c.497N>Cp.His166Prop.H166PQ9Y6W6protein_codingdeleterious(0.02)benign(0.026)TCGA-AO-A1KT-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyfluorouracilSD
DUSP10SNVMissense_Mutationrs765000706c.497N>Cp.His166Prop.H166PQ9Y6W6protein_codingdeleterious(0.02)benign(0.026)TCGA-B6-A0IB-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
DUSP10SNVMissense_Mutationc.1001N>Gp.Glu334Glyp.E334GQ9Y6W6protein_codingtolerated(0.08)benign(0.023)TCGA-BH-A0HA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
DUSP10SNVMissense_Mutationrs765000706c.497A>Cp.His166Prop.H166PQ9Y6W6protein_codingdeleterious(0.02)benign(0.026)TCGA-BH-A0HO-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
DUSP10SNVMissense_Mutationrs747708016c.722N>Gp.Asn241Serp.N241SQ9Y6W6protein_codingtolerated(0.76)benign(0)TCGA-C8-A1HI-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
DUSP10SNVMissense_Mutationrs765000706c.497N>Cp.His166Prop.H166PQ9Y6W6protein_codingdeleterious(0.02)benign(0.026)TCGA-C8-A273-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
DUSP10SNVMissense_Mutationc.1369N>Cp.Glu457Glnp.E457QQ9Y6W6protein_codingdeleterious(0.01)probably_damaging(0.937)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
DUSP10SNVMissense_Mutationrs765000706c.497A>Cp.His166Prop.H166PQ9Y6W6protein_codingdeleterious(0.02)benign(0.026)TCGA-D8-A1JT-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
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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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