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: DUSP11

Gene summary for DUSP11

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DUSP11

Gene ID

8446

Gene namedual specificity phosphatase 11
Gene AliasPIR1
Cytomap2p13.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

O75319


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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
8446DUSP11LZE2DHumanEsophagusHGIN1.70e-021.96e-010.0642
8446DUSP11LZE4THumanEsophagusESCC1.51e-216.08e-010.0811
8446DUSP11LZE7THumanEsophagusESCC5.04e-083.67e-010.0667
8446DUSP11LZE8THumanEsophagusESCC8.82e-142.32e-010.067
8446DUSP11LZE20THumanEsophagusESCC1.21e-081.78e-010.0662
8446DUSP11LZE22THumanEsophagusESCC5.41e-045.33e-010.068
8446DUSP11LZE24THumanEsophagusESCC1.44e-184.20e-010.0596
8446DUSP11LZE21THumanEsophagusESCC1.05e-034.39e-010.0655
8446DUSP11LZE6THumanEsophagusESCC1.04e-064.56e-010.0845
8446DUSP11P1T-EHumanEsophagusESCC1.84e-034.45e-010.0875
8446DUSP11P2T-EHumanEsophagusESCC3.32e-387.39e-010.1177
8446DUSP11P4T-EHumanEsophagusESCC7.06e-307.91e-010.1323
8446DUSP11P5T-EHumanEsophagusESCC6.45e-275.16e-010.1327
8446DUSP11P8T-EHumanEsophagusESCC4.84e-223.49e-010.0889
8446DUSP11P9T-EHumanEsophagusESCC3.13e-162.53e-010.1131
8446DUSP11P10T-EHumanEsophagusESCC9.83e-284.51e-010.116
8446DUSP11P11T-EHumanEsophagusESCC1.42e-195.95e-010.1426
8446DUSP11P12T-EHumanEsophagusESCC6.32e-255.14e-010.1122
8446DUSP11P15T-EHumanEsophagusESCC2.89e-286.58e-010.1149
8446DUSP11P16T-EHumanEsophagusESCC6.53e-194.60e-010.1153
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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
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:000647017EsophagusHGINprotein dephosphorylation61/2587281/187231.86e-043.51e-0361
GO:001631110EsophagusESCCdephosphorylation251/8552417/187231.26e-092.99e-08251
GO:000647018EsophagusESCCprotein dephosphorylation177/8552281/187233.13e-096.72e-08177
GO:000647011LiverCirrhoticprotein dephosphorylation96/4634281/187232.32e-042.11e-0396
GO:001631111LiverCirrhoticdephosphorylation130/4634417/187231.58e-031.03e-02130
GO:001631121LiverHCCdephosphorylation230/7958417/187231.00e-071.96e-06230
GO:000647021LiverHCCprotein dephosphorylation162/7958281/187231.91e-073.46e-06162
GO:000647015Oral cavityOSCCprotein dephosphorylation162/7305281/187231.56e-104.56e-09162
GO:00163119Oral cavityOSCCdephosphorylation220/7305417/187236.33e-091.34e-07220
GO:000647016Oral cavityLPprotein dephosphorylation89/4623281/187234.60e-032.93e-0289
GO:000647024SkincSCCprotein dephosphorylation111/4864281/187234.10e-077.96e-06111
GO:001631115SkincSCCdephosphorylation134/4864417/187232.65e-031.50e-02134
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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
∗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
DUSP11SNVMissense_Mutationc.74N>Tp.Gly25Valp.G25VO75319protein_codingdeleterious_low_confidence(0.01)benign(0.018)TCGA-C5-A1MK-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycarboplatinPD
DUSP11SNVMissense_Mutationc.55T>Cp.Cys19Argp.C19RO75319protein_codingdeleterious_low_confidence(0.04)benign(0.018)TCGA-AU-6004-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
DUSP11SNVMissense_Mutationnovelc.146N>Ap.Ser49Asnp.S49NO75319protein_codingtolerated_low_confidence(0.29)benign(0.065)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
DUSP11SNVMissense_Mutationnovelc.628A>Cp.Ile210Leup.I210LO75319protein_codingdeleterious(0.01)possibly_damaging(0.756)TCGA-CM-6163-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
DUSP11SNVMissense_Mutationnovelc.581N>Gp.Leu194Argp.L194RO75319protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
DUSP11SNVMissense_Mutationc.516N>Tp.Glu172Aspp.E172DO75319protein_codingtolerated(1)benign(0.001)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
DUSP11SNVMissense_Mutationc.330N>Tp.Lys110Asnp.K110NO75319protein_codingtolerated(0.28)benign(0.022)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
DUSP11SNVMissense_Mutationrs754738933c.893N>Ap.Arg298Glnp.R298QO75319protein_codingtolerated_low_confidence(0.25)benign(0.005)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
DUSP11SNVMissense_Mutationrs770537593c.64N>Cp.Ser22Prop.S22PO75319protein_codingtolerated_low_confidence(0.32)benign(0.003)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
DUSP11SNVMissense_Mutationnovelc.938N>Cp.Lys313Thrp.K313TO75319protein_codingtolerated_low_confidence(0.07)benign(0.012)TCGA-B5-A11N-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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